TW304244B - - Google Patents

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Publication number
TW304244B
TW304244B TW084109100A TW84109100A TW304244B TW 304244 B TW304244 B TW 304244B TW 084109100 A TW084109100 A TW 084109100A TW 84109100 A TW84109100 A TW 84109100A TW 304244 B TW304244 B TW 304244B
Authority
TW
Taiwan
Prior art keywords
media
amount
lotus
usage
cash
Prior art date
Application number
TW084109100A
Other languages
Chinese (zh)
Original Assignee
Omron Tateisi Electronics Co
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
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Publication date
Application filed by Omron Tateisi Electronics Co filed Critical Omron Tateisi Electronics Co
Application granted granted Critical
Publication of TW304244B publication Critical patent/TW304244B/zh

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F15/00—Digital computers in general; Data processing equipment in general
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07D—HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D9/00—Counting coins; Handling of coins not provided for in the other groups of this subclass

Description

7 B 正修-#1 B Λ// 明説明發 '五 裝 理 管 用 0E 邊 體 媒 和 置 裝 測 預 量 3 用 域 蓮 領體 術媒 技於 之關 屬有 所明 明發 發本 交機 動款 自 付 或款 ί 存 置動 裝自 理之 處務 體業 媒融 在金 ，在 法用 方使 論同 推如 量 ， 用中 \1/ 體機 媒理 及處 置易 ，短 票之 傳 } ，量 簿有 款保 存 ί ，量 幣有 硬所 ，之 幣體 紙测 之預 用 ， 使體 所媒 易易 交交 理之 處等 來表 用報 量 管 要和 需測 之預 體之 媒量 易用 交蓮 之之 時體 況媒 狀易 種交 此行 成進 形以 行藉 進 ， 和收 , 回 多或 過充 或補 0 缺之理 金 現 用 PC S 效 有 有 具 要 須 0 機能 款功 付之 款 } 存鈔 StlMll nuM 3 自萬 術之之 技例幣 之實紙 知述是 習上其 C 尤 款不 存有 用 會 員 } 行量 和用 Λκ I 楢運 款 ί 付量 款易 存交 動之 自間 之之 台機 多各 有 ， 置舖 設店 在之 ，等 是機 但款 提 蓮變 為率 作效 金用 現蓮 之之 多金 很現 備使 準金 常餘 ，剩 缺之 短量 金多 現生 生産 發有 不會 著以 。 為所題 ， . 問 衡金之 均用劣 (請先閲讀背面之注意事項再填寫本頁) 經濟部中央標準局員工消費合作社印装 機即 款立 付要 款需 存 ， 時 自化 値變 各行 少進 減量 以少 所以 ，量 少有 減保 金當 餘 ， 剩量 該有 使保 著金 為現 之 收 \ 回和 或充 \ 補 和是 充但 補 ， 之金 金餘 現剩 該些 ,1 收少 回減 或以 \ 可 和少 充多 補 ， 之行 金實 現之 行理 實處 需金是 所用但 為蓮 ， 因之金 ，多餘 外較剩 另備之 ，準内 大會機 的以款 常所付 非 ，款 成楚存 變清動 擔不自 負量艏 業金各 作現少 之之減 理度以 處限可 收少使 回最即 或之 ， 本紙張尺度適用中國國家梂準（CNS〉Α4規格（210X 297公釐） SC4244 五、發明説明（二） 在店舖内仍有剩餘金存在，因此要有效的蓮用現金會有 困難為其問題。 〔發明所欲解決之問題〕 本發明用來解決上述之問題，其目的是提供一種媒賭 運用量預測裝置或媒體蓮用管理裝置，可以使如同運用 Τ.··η ' *"' 金之交易媒體之蓮用董成為最適當之量，用以提高交易 媒體之蓮甩效率，藉以減輕行員之進行交易媒髏之補充 和/或回牧作業之負擔。 本發明之另一目的是提供一種媒體運用量預測裝置， 對於已設置之如同自動存款付款機之現存之媒體處理裝 置，可以提高其交易媒體之運用效率。 本發明之另一目的是提供一種媒體蓮用量推論方法， . —------— 依照發生媒體短缺之危險率推論其運用量，可以保證具 有使用者（user)所希望之媒體短缺發生率。 本發明之另一目的是提供一種媒體運用量推論方法， (請先閲讀背面之注意事項再填寫本頁) 裝· 、?τ 之進 體的 媒} 成量 分備 量預 用心 蓮安 將· 出 放」 丨*·… 推-Τ y#1 蓮i用 - D f 量1論 S 際 邊 用 rt··*· 推 高 提 以 裕 餘。 之度 用確 蓮精 ί 論 ,"·Η 推 量 用 遵 瞜 媒 CDB 種 經濟部中央標準局員工消費合作社印製 實少 在很 使料 即資 ，鑛 量實 用之 一 運本 供之樣 提出是 是論或 的推， 目所時 一 出況 另輸情 之別之 明级大 發等很 本照動 依變 ，之時 法料況 方資情 論績之 法 方 論 ，•… 推 量 用 0E 邁 體 媒 ItHHa 種1 供 提 是 〇 的 論目 推一 的另 分之 充明 以發 可本 亦 任記 定標 設以 由為 經因 » » 數單 參簡 為加 作更 記為 標變 以定 有設 具之 ，磨 論日 推使 之以 量可 用記 運標 於之 對意 本紙張尺度適用中國國家標準（CNS ) Α4規格（210Χ297公釐） A 7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明（3 ) 1 1 成 為 基 本 之 推 論 知 識 資 料 ， 所 Μ 推 論 知 識 很 容 易 瞭 解 t 1 1 I 對 於 周 邊 瑁 境 和 社 會 制 度 的、 一 些 變 化 I 可 Μ 變 更 標 記 之 1 1 設 定 用 來 因 應 9 不 會 浪 費 以 m 之 學 習 结 果 t 可 Μ 有 效 的 /—V 請 1 I 1 利 用 〇 閲 讀 1 背 1 本 發 明 之 另 百 的 是 提 供 — 種媒體運用 量 推 論 方 法 t 之 1 對 所 推 論 出 之 運 用 量 設 定 上 • 下 限 值 當 實 際 運 用 之 運 注 意 1 1 事 1 用 量 具 有 限 制 時 可 不 管 限 制 量 的利用 推 論 结 果 〇 項 再 本 發 明 之 另 一 巨 的 是 提 供 一 種 媒 體 運 用 管 理 裝 置 經 填 寫 本 i I 由 進 行 蓮 用 量 推 論 之 有 效 參 數 之 顯 示 和 設 定 輸 人 使 用 頁 '--- 1 者 可 Μ 把 握 其 規 則 之 適 合 度 和 可 靠 度 判 斷 預 测 (推論） 1 | 規 刖 之 適 用 效 果 和 根 據 其 判 斷 對 規 則 進 行 補 正 藉 K 1 1 改 菩 推 論 精 確 度 0 1 訂 1 1 本 發 明 之 另 一 百 的 是 提 供 一 種 媒 體 運 用 管 理 裝 置 推 論 多 個 媒 體 處 理 裝 置 之 間 之 運 用 量 將 其 顯 示 依 時 間 1 1 系 列 判 斷 各 個 裝 置 間 之 運 用 量 可 以 推 論 包 含 有 各 個 裝 1 I 置 間 之 媒 體 之 移 動 ( 變 動 ) 之 運 用 量 可 Μ 提 高 系 統 全 1 L L 體 ( 例 如 店 舖 全 體 ) 之 運 用 效 率 〇 各卜 1 本 發 明 之 另 一 巨 的 是 提 供 一 種 媒 體 運 用 管 理 裝 置 或 媒 1 I 體 運 用 量 推 論 方 法 經 由 Μ 規 金 作 為 媒 體 可 Μ 提 高 現 1 1 金 之 運 用 效 率 0 1 1 本 發 明 之 另 一 百 的 是 提 供 一 種 媒 體 運 用 量 推 論 方 法 » 1 I 經 由 使 1 個 店 舖 之 如 同 運 用 金 之 交 易 媒 體 之 運 用 量 成 為 1 1 最 適 當 之 量 可 提 高 1 個 店 舖 之 交 易 媒 體 之 運 用 效 率 1 | 9 和 減 輕 行 員 進 行 交 易 媒 體 之 補 充 和 / 或 回 收 作 業 之 負 1 1 -5 - 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） 補充 A7 B7 β ί 丨丨 7 :. 經濟部中央標準局員工消費合作社印裝 五、發明説明（斗 ) 1 1 擔 〇 1 1 本 發 明 之 另 一 巨 的 是 提 供 一 種 媒 體 運 用 量 推 論方 法 9 1 1 經 由 將 店 舖 型 式 設 定 輸 入 到 蓮 用 量 之 推 論 » 可 以 大 幅 的 請 1 先 1 減 少 使 用 者 側 之 条 統 之 初 期 設 定 之 工 時 數 Ο 閲 1 背 1 本 發 明 之 另 一 百 的 是 提 供 一 種 媒 體 運 用 量 推 論 方 法 9 之 1 注 | 經 由 根 據 實 績 資 料 設 定 店 舖 型 式 ，可以提高推論精確度。 意 事 1 本 發 明 之 另 —- 百 的 是 提 供 —- 種 媒 體 運 用 量 推 論 方 法 項 再 1 I 填 1 判 定 1 個 店 舖 所 推 論 出 之 運 用 量 之 精 確 度 t 使 其 成 為 可 頁 1 補 正 之 方 式 1 可 以 提 高 推 DW 精 確 度 〇 '— 1 I 本 發 明 之 另 一 百 的 是 提 供 一 種 媒 體 蓮 用 量 推 論 方 法 t 1 1 利 用 補 正 值 或 規 則 之 設 定 使 1 個 店 舖 之 運 用 量 成 為 可 補 1 1 正 之 方 式 9 可 以 讓 使 用 者 很 簡 單 的 進 行 補 正 〇 訂 I 本 發 明 之 另 一 巨 的 是 提 供 一 種 媒 體 蓮 用 量 推 論 方 法 t 1 I 經 由 白 動 設 定 成 在 1 値 店 舖 之 蓮 用 量 之 推 論 具 有 參 數 » 1 1 可 以 讓 使 用 者 很 容 易 的 進 行 補 正 〇 1 1 本 發 明 之 另 一 百 的 是 提 供 一 種 媒 體 蓮 用 管 理 裝 置 t 經 線 由 推 論 適 於 店 舖 之 蓮 用 置 ，可以獲得有效之媒體之蓮用。 1 I [ 解 決 問 題 之 手 段 3 1 1 本 發 明 之 Φ 請 專 利 範 圍 第 1 項 是 一 種 媒 體 蓮 用 量 預 測 1 1 裝 置 其 特 徽 % 具 備 有 記 億 裝 置 i 用 來 記 憶 事 先 所 定 1 1 之 分 類 相 對 應 之 交 易 媒 體 蓮 用 量 預 測 規 則 特 定 裝 置 9 1 I 用 來 待 定 上 述 之 分 類 以 及 預 測 裝 置 * 依 照 上 述 特 定 之 1 1 分 類 所 對 應 之 交 易 媒 體 運 用 量 預 測 規 則 $ 用 來 預 測 交 易 1 1 媒 體 浬 用 量 ； 而 依 照 上 述 交 6- 易 媒 體 蓮 用 量 預 測 規 則 來 預 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） A7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明 ( 5 ) 1 1 測 指 定 期 間 之 交 易 媒 體 蓮 用 量 〇 1 1 | 本 發 明 之 串 請 專 利 範 圍 第 2 項 是 一 種 媒 體 運 用 量 預 測 1 1 裝 置 1 除 了 申 請 專 利 範 圍 第 2 項 之 構 成 外 9 並 具 備 有 ： 1 I 請 1 I 輸 入 裝 置 $ 用 來 輸 入 交 易 媒 體 蓮 用 量 之 實 m 值 ； 以 及 記 先 閱 1 I ik 1 億 裝 置 用 來 記 億 上 述 之 被 輸 入 之 交 易 媒 體 浬 用 量 實 緝 背 1 I 而 根 據 上 述 交 易 媒 體 蓮 用 量 預 測 規 則 和 該 交 易 媒 體 蓮 之 注 意 1 1 用 量 實 績 來 預 測 指 定 期 間 之 交 易 媒 體 蓮 用 量 Ο 事 項 1 I 再 1 I 本 發 明 之 申 諳 專 利 範 圍 第 3 項 是 — 種 媒 體 蓮 用 量 預 測 瑱 % 1 本 裝 置 » 除 了 申 請 專 利 範 圍 第 1 項 之 構 成 外 9 並 具 備 有 用 頁 1 I 來 使 交 易 媒 體 蓮 用 童 之 預 測 結 果 和 交 易 媒 體 蓮 用 量 之 實 1 1 I m 進 行 比 較 之 比 較 裝 置 $ 而 根 據 上 述 比 較 結 果 來 學 習 上 1 1 述 交 易 媒 體 蓮 用 量 預 測 規 則 〇 1 訂 本 發 明 之 串 請 專 利 範 圍 第 4 項 是 一 種 媒 體 蓮 用 量 預 測 1 I 裝 置 1 除 了 申 請 專 利 範 圍 第 1 項 之 構 成 外 * 並 具 備 有 用 1 I 來 顯 示 多 個 交 易 處 理 裝 置 之 每 一 個 交 易 媒 體 運 用 量 % 而 1 1 根 據 上 述 預 測 到 之 交 易 媒 體 蓮 用 量 1 顯 示 每 一 個 交 易 媒 1 線 體 處 理 裝 置 之 交 易 媒 體 運 用 量 〇 1 I 本 發 明 之 申 請 專 利 範 圍 第 5 項 是 一 種 媒 體 蓮 用 管 理 裝 1 I 置 • 用 來 進 行 對 交 易 處 理 裝 置 之 交 易 媒 體 之 補 充 或 回 收 1 1 t 其 待 徽 為 具 備 有 • 記 億 裝 置 9 用 來 記 億 預 先 設 定 之 分 1 1 類 所 對 應 之 交 易 媒 體 蓮 用 量 預 測 規 則 特 定 裝 置 • 用 來 1 1 特 定 上 述 之 分 類 ! 與 預 測 裝 置 » 依 照 上 述 待 定 之 分 類 所 1 I 對 應 之 交 易 媒 體 蓮 用 量 預 測 規 則 • 用 來 預 測 交 易 媒 腥 運 1 1 1 用 量 收 纳 裝 置 1 用 來 收 納 7- 相 當 於 依 照 上 述 交 易 媒 體 運 1 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） 304244 A7 B7 經濟部中央標準局貝工消費合作社印簟 五、發明説明（ ) 1 | 用 量 預 測 規 則 所 預 測 到 在 指 定 期 間 之 運 用 量 之 交 易 媒 體 1 I 以 及 監 視 裝 置 f 用 來 監 視 交 易 處 理 裝 置 之 交 易 媒 體 保 1 1 I 有 量 » 而 根 據 上 述 交 易 處 理 裝 置 之 交 易 媒 體 保 有 量 會 成 /»—N 1 I 請 1 I 為 指 定 量 9 白 上 述 收 納 裝 置 對 於 上 述 之 交 易 處 理 裝 置 進 先 閱 1 1 讀 1 1 行 交 易 媒 體 之 補 充 和 / 或 回 收 〇 背 1 I 之 1 本 發 明 之 請 專 利 範 圍 第 6 項 是 一 種 媒 體 蓮 用 管 理 裝 1 置 t 係 用 於 根 據 媒 體 進 行 交 易 處 理 之 媒 體 處 理 裝 置 之 媒 事 項 1 I 再 I 體 保 有 量 會 成 為 指定量， 補充3 f 口 / 或 回 收 指 定 量 之 媒 填 寫 1 本 體 1 其 設 有 根 據 在 上 述 媒 體 處 理 裝 置 之 指 定 運 作 期 間 所 頁 1 | 進 行 之 交 易 處 理 之 媒 體 處 理 量 來 推 論 最 適 當 之 蓮 用 量 之 1 I 推 論 Dim 裝 置 Ο 1 1 I 本 發 明 之 請 專 利 範 圍 第 7 項 是 一 種 媒 體 蓮 用 管 理 裝 1 訂 置 9 除 了 串 請 專 利 範 圍 第 6 項 之 構 成 外 係 使 用 多 台 上 1 1 述 媒 體 處 理 裝 置 , 而上述之推論裝 置 % 根 據 上 述 多 台 1 I 之 媒 體 處 理 裝 置 所 進 行 交 易 處 理 之 媒 體 之 全 體 處 理 量 來 1 1 1 推 論 最 適 當 之 全 體 蓮 用 量 〇 1 .欲 本 發 明 之 电 請 專 利 範 圍 第 8 項 是 一 種 媒 體 蓮 用 管 理 裝 1 置 之 媒 體 蓮 用 量 推 論 方 法 » 該 媒 體 蓮 用 管 理 裝 置 偽 根 據 1 I 對 媒 體 進 行 交 易 處 理 之 媒 體 處 理 裝 置 之 媒 體 保 有 量 <Sts 成 1 1 I 為 指 定 量 來 補 充 和 / 或 回 收 指 定 釐 之 媒 體 9 而 根 據 過 去 1 1 之 實 績 資 料 和 發 生 媒 體 短 缺 之 危 險 率 % 將 上 述 媒 體 處 理 1 1 裝 置 之 指 定 動 作 期 間 所 進 行 之 交 易 處 理 之 媒 體 運 用 量 推 1 | 論 出 最 適 當 之 蓮 用 量 〇 1 I 本 發 明 之 串 諳 專 利 範 圍 第 9 項 是 一 種 媒 體 運 用 管 理 裝 1 1 1 - 8 - 1 1 本紙張尺度適用中國國家標準（CNS ) A4現格（210X297公釐） A7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明（ ) 1 I 置 之 媒 體 蓮 用 量 推 論 方 法 * 該 媒 體 蓮 用 管 理 裝 置 偽 根 據 1 1 對 媒 體 進 行 交 易 處 理 之 媒 體 處 理 裝 置 之 媒 體 保 有 量 會 成 1 1 為 指 定 量 來 補 充 和 / 或 回 收 指 定 量 之 媒 體 9 而 根 據 過 去 1 I 之 實 績 資 料 % 將 上 述 媒 體 處 理 裝 置 之 指 定 蓮 作 期 間 所 進 請 先 閱 1 I 行 之 交 易 處 理 之 媒 體 運 用 量 » 分 成 放 出 量 和 蓮 用 邊 際 量 讀 背 1 1 I 而 推 論 出 最 適 當 之 運 用 量 Ο 之 注 1 I 意 1 I 本 發 明 之 申 請 專 利 範 圍 第 10項是 一 種 媒 體 運 用 管 理 裝 事 項 1 I 再 1 1 置 之 媒 體 運 用 量 推 IBW 方 法 $ 除 了 申 請 專 利 範 圍 第 9 項 之 填 寫 構 成 外 依 照 上 述 放 出 量 之 推 論 值 修 正 上 述 蓮 用 邊 際 量 本 頁 1 1 〇 本 發 明 之 Φ 請 專 利 範 圍 第 11項是 — 種 媒 體 蓮 用 管 理 裝 1 1 1 置 之 媒 體 運 用 量 推 論 方 法 該 媒 體 運 用 管 理 裝 置 係 根 據 1 訂 1 I 對 媒 體 進 行 交 易 處 理 之 媒 體 處 理 裝 置 之 媒 體 保 有 量 會 成 為 指 定 量 來 補 充 和 / 或 回 收 指 定 量 之 媒 體 9 而 根 據 過 去 1 1 之 實 績 資 料 > 將 上 述 媒 體 處 理 裝 置 之 指 定 蓮 作 期 間 所 進 1 1 行 之 交 易 處 理 之 媒 體 蓮 用 置 附 有 等 级 而 推 論 出 最 適 當 之 1 線 蓮 用 量 〇 i 本 發 明 之 串 請 專 利 範 圍 第 12項是 一 種 媒 體 運 用 管 理 裝 1 1 I 置 之 媒 體 蓮 用 量 推 論 方 法 除 了 請 專 利 範 圍 第 8 t 9 1 1 > 1 0或 11項 之 構 成 外 » 該 上 述 媒 體 運 用 量 之 推 論 具 有 以 1 1 參 數 作 為 標 記 I 任 意 的 設 定 標 記 藉 以 進 行 推 論 以 及 其 推 1 I 論 值 設 定 上 限 值 及 下 限 值 〇 1 1 本 發 明 之 串 請 專 利 範 圍 第 13 1 4項是 一 種 媒 體 蓮 用 管 1 1 理 裝 置 9 偽 採 用 Φ 請 專 利 -9 範 圍 第 8 » 9 10 • 11或 12項 1 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公嫠） Μ Β7 ^04244 五、發明説明（又） 之媒體運用量推論方法，其中設有顯示裝置以顯示上述 媒體蓮用量推論中之有效參數。 (請先閱讀背面之注意事項再填寫本頁) 本發明之申請專利範圍第15、16項是一種媒體運用管 理裝置，除了申請專利範圍第8、9、10、11或12項之構 成外，並設有輸入裝置以容許上述有效參數之設定輸入 本發明之申請專利範圍第17、18項是一種媒體蓮用管 理裝置，像採用申請專利範圍第8, 9, 10, 11或12項 之媒體運用量推論方法，用來推論多個媒體處理裝置間之 運用量。 本發明之申請專利範圍第19、20項是一種媒體運用管 理裝置，除了申請專利範圍第8、9、10、11或12項之構成 外，並設有顯示裝置以顯示上述多個媒體處理裝置間所 推論出之蓮用量。 經濟部中央標準局員工消费合作社印製 本發明之申請專利範圍第21項是一種媒體蓮用量推論 方法，該媒體運用管理裝置係在店舖設置用來對媒體進 行交易處理之媒體處理裝置，並根據該媒體處理裝置之 媒體保有量會成為指定量來補充和/或回收指定量之媒 體；而容許對於媒體運用量之店舖型式之設定；以及根 據對應於所設定輸入店舖型式之店舖型式別之規則設定 ，而推論為最適當之媒體運用量。 本發明之申謓專利範圍第22項是一種媒髏蓮用管理裝 置之媒體蓮用量推論方法，除了申謓專利範圍第21項之 構成外，其中上述店舖型式之設定是將根據媒體蓮用量 -10- 本紙張尺度適用中國囷家橾隼（CNS ) Α4規格（210Χ297公釐） A7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明（ ) 1 1 之 實 m 資 料 預 先 所設定 之 多 種 型 式 加 以自 動 設 定 〇 1 1 1 本發明之申請專利範圍第23項是 一 種媒 體 蓮 用 量 推 論 1 1 方 法 参 除 了 申 請專利範圍第21或22項之構成外 * 具 備 有 /·—、 1 I 精 確 度 判 定 裝 置，用 來 判 定 推 論 出 之蓮 用 量 之 精 確 度 請 先 閱 1 1 I 以 及 補 正 裝 置 ,用來 補 正 所 推 出 之 運用 量 而 當 精 確 讀 背 面 1 1 I 度 判 定 裝 置 判 定 推論出 運 用 量 之 精 確 度有 傾 PDQ 移 時 % 就 利 冬 1 1 I 用 補 正 裝 置 依 提 高精確 度 之 方 向 補 正 所推 m 出 之 運 用 量 事 項 1 I 〇 再 填 1 1 本 發 明 之 Φ 請專利範圍第24項是 一 種媒 體 蓮 用 量 推 DW 本 頁 '—^ 1 I 方 法 > 除 了 申謓專利範圍第23項之構成外 $ 其 中 上 述 之 1 1 1 補 正 裝 置 偽 設 定 容許補 正 值 和 / 或 規 則。 1 1 本 發 明 之 申 請專利範圍第25, 26 , 27項是 一 種 媒 體 蓮 1 訂 用 量 推 論 方 法 » 除了申 請 專 利 範 圍 第 21 , 22 9 23或24項 1 I 之 構 成 外 1 其 中 上述媒 體 蓮 用 量 之 推 論具 有 參 數 « 並 S 1 1 1 動 地 設 定 該 參 數 Ο 1 1 本 發 明 之 串 請 專利範 圍 第 28 » 29 30 , 31項是 — 種 媒 1 婢 體 蓮 用 管 理 裝 置 ,偽採 用 串 請 專 利 範 圍第 21 $ 11、 23 9 1 1 24或25項之媒體運用量推論方法， 而推論出最適當之 1 1 | 媒 體 運 用 量 〇 1 1 本 發 明 之 申 請 專利範 圍 第 32 1 33 1 34 , 35 9 36 % 37 $ 1 1 38項是 一 種 媒 體 運置預 測 裝 置 % 媒 體 蓮用 管 理 裝 置 或 其 1 | 媒 體 蓮 用 量 推 論 方法， 除 了 申 請 專 利 範圍 第 1 t 5 , 6 1 | 8 , 9 * 11 i 2 1項之構成外 • 該 交 易 媒 體僳 由 貨 幣 所 構 成 1 1 1 〇 - 11 - 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210 X 297公釐） A7 B7 經濟部中央標準局員工消费合作社印製 五、發明説明 (1。 ) 1 | C 發 明 之 作 用 效 果 1 I 依 照 本 發 明 甲 請 專 利 範 圍 第 1 5 項 % 係 為 已 設 在 店 1 1 1 舖 之 白 動 存 款 付 款 機 等 之 媒 體 處 理 裝 置 $ 用 來 預 測 紙 幣 1 I 請 1 I » 硬 幣 ， 存 款 簿 1 傳 票 » B 報 表 等 之 交 易 處 理 之 交 易 媒 先 閱 1 I 讀 1 體 運 用 量 9 對 於 現 有 之 媒 體 處 理 裝 置 ， 可 以 有 效 的 蓮 用 背 面 1 1 交 易 媒 體 之 1 $ 而 且 9 以 現 有 之 媒 體 處 理 裝 置 邸 可 使 用 I 所 注 意 1 I 以 可 節 省 經 費 〇 事 項 1 I 再 1 I 再 者 1 根 據 現 有 之 媒 體 處 理 裝 置 之 蓮 用 量 實 績 和 預 測 填 % 1 OJk 本 規 則 來 預 測 上 述 之 蓮 用 量 % 對 蓮 用 量 之 預 測 可 提 高 精 確 頁 1 1 度 1 此 外 » 經 由 學 習 可 以 更 進 一 步 的 提 高 精 確 度 〇 1 I 又 經 由 顯 示 運 用 量 之 預 測 值 » 可 以 提 高 行 員 之 作 業 性 1 1 I 〇 1 訂 依 照 本 發 明 之 申 請 專 利 範 圍 第 6 或 7 項 > 例 如 9 利 用 1 I 模 糊 推 論 或 經 由 學 習 之 推 論 uW * 將 推 論 用 以 對 交 易 媒 體 進 1 I 行 交 易 處 理 之 1 台 或 多 台 媒 體 處 理 裝 置 之 交 易 媒 體 之 蓮 1 1 I 用 量 > 可 以 預 測 其 最 適 當 之 運 用 量 % 所 以 可 以 將 準 備 運 1 、線 用 之 交 易 媒 體 之 量 設 定 成 為 最 少 量 1 不 會 有 剩 餘 之 交 易 i 媒 體 量 » 可 以 有 效 的 蓮 用 交 易 媒 體 % 又 在 使 用 多 台 媒 體 1 I 處 理 裝 置 的 時 候 可 以 消 除 裝 置 間 之 交 易 媒 體 量 之 不 均 1 1 衡 9 可 以 有 效 的 蓮 用 交 易 媒 體 〇 其 結 果 f 可 以 減 輕 行 員 1 1 進 行 交 易 媒 體 之 補 充 和 / 或 回 收 作 業 之 負 擔 » 及 可 以 將 1 1 交 易 媒 體 之 蓮 用 效 率 提 高 為 最 大 限 度 〇 1 I 依 照 本 發 明 之 申 請 專 利 範 圍 第 8 項 1 經 由 依 照 發 生 媒 1 1 | 體 短 缺 之 危 險 率 而 推 論 其 蓮 用 量 % 可 以 保 證 使 用 者 1 1 - 12 - 1 1 本紙張尺度適用中國國家橾準（CNS ) A4規格（210X297公釐） A7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明（Λ ) (u s e r)所希望之媒體短缺發生率 〇 依 照 本 發 明 之 串 請 專 利 範 圍 第 9 和 1 0項之記載 t 將 運 用 量 分 成 媒 體 之 放 出 量 和 蓮 用 邊 際 置 (蓮 用 之 餘 裕 • 安 心 預 備 量 ) 進 行 推 論 f 可 以 提 高 推 論 精確 度 及 提 高 蓮 效 請 先 閱 讀 背 率 〇 依照本發明之申請專利範圍第11項之記載 » 經 由 以 等 之 注 咅 级 別 輸 出 所 推 論 出 之 蓮 用 量 9 於 實 頜 資料 之 差 異 很 大 的 事 項 時 候 » 或 樣 本 之 實 績 資 料 很 少 的 時 候 亦可 以 充 分 的 推 論 再 填 % «**e, 〇 本 頁 依 照 本 發 明 之 申 請 專 利 範 圍 第 12項之記載 1 對 於 蓮 用 量 之 推 論 1 以 參 數 作 為 標 記 1 經 由 任 意的 設 定 標 記 1 使 曰 暦 之 設 定 變 成 為 簡 單 9 因 為 以 標 記 成為 基 本 之 推 論 知 訂 識 資 料 9 推 論 知 識 易 於 瞭 解 t 對 於 周 邊環 境 或 社 會 制 度 之 若 干 變 化 9 可 由 變 更 標 記 之 設 定 即 可應 對 » 並 不 浪 費 以 前 所 學 習 之 結 果 » 可 以 有 效 的 利 用 。以 及 經 由 對 推 論 出 之 蓮 用 量 加 以 設 定 上 ♦ 下 限 值 » 當 實際 蓮 用 之 蓮 用 量 線 有 限 制 時 » 以 不 管 限 制 量 可 予 利 用 推 論結 果 〇 1 依 照 本 發 明 之 甲 請 專 利 範 圍 第 13 , 14 , 15 » 16項之記 載 f 經由進行顯示運用量推論之有效參數及設定輸入 » 使 用 者 可 把 握 其 規 則 之 適 合 度 可 靠 度 判斷 預 測 ( 推 論 ) 規 則 之 適 用 效 果 » 又 根 據 其 判 斷 對 規 則進 行 補 正 > 藉 以 改 善 推 論 精 確 度 Ο 依 照 本 發 明 之 申 請 專 利 範 圍 第 17 , 18 . 19 , 2 0項之記 載 推 論 多 値 媒 體 處 理 裝 置 之 間 之 蓮 用量 將 其 顯 示 t L3- 本紙張尺度適用中國國家標準（CNS ) A4说格（210X297公釐） 經濟部中央標準局員工消費合作社印製 A7 B7 五、發明説明（ρ·) 依時間糸列判斷各裝置間之運用量，可推論包含各個裝 置間之媒體之移動（變動）之運用量，並可提高糸統全 體（例如，店舖全體）之蓮用效率。 例如，在現金角僅對自動交易機之蓮用量預測（推論） 時，乃不清楚店舖金體之運用置，在其他現金角之窗口 之存款提款機則存款頗多，當窗口業務終了後，不能進 行金體之糸統運用，而依照本發明即為可運用之裝置。 依照本發明之申請專利範圍第21項之記載，例如，同 金融業務所使用之自動存款付款機，在店舖内配置有1 台或多台以處理交易用之交易媒體之媒體處理裝置（或 自動交易處理機），因可推論對應於店舖最適當之媒體 蓮用量，故可以提高在1値店舖之交易媒體之蓮用效率 ,以及減輕行員進行交易媒體之補充•回收作業之負擔 〇 再者，因為可設定店舖型式而獲得蓮用量之推論，所 以可大幅的減少使用者方之糸統的初期設定工時數。 依照本發明之申請專利範圍第22項之記載，經由根據 實績資料設定店舖型式，可以提高推論精度，同時使推 論糸統通用化。 依照本發明之申請專利範圍第23項之記載，對1個店 舖之蓮用量推論是否偏移，可以評估推論之精度，又偏 移時將此加以補正，可以提高對1個店舖之推論精度。 依照本發明之申請專利範圍第24項之記載，經由補正 本紙張尺度逋用中國國家揉準（CNS ) Α4规格（210Χ297公釐） (請先閱讀背面之注意事項再填寫本頁)7 B 正 修-# 1 B Λ // It is clearly stated that the 'Equipment for the Five-Equipment Management with 0E Edge Body Media and Installation Pre-measurement 3' Self-pay or payment ί Stored in the self-care agency, the business media industry is in the gold, the same as the legal user theory, the use of \ 1 / body machine media management and easy handling, short ticket pass}, amount The book has funds to keep ί, the measurement currency has a hard place, the pre-use of the paper measurement of the currency body, makes the media of the body easy to deal with, etc. to express the reporting management requirements and the media volume of the pre-test to be measured is easy to use At the time of the lotus, the body condition is easy to transfer, and the line is shaped to borrow, reconcile, return more or overcharge or make up for the lack of 0. The current PC S is effective and has a function of 0. Payment of money} StlMll nuM 3 is a real-world paper that tells you how to save money from the magic of the magic technique. It ’s a C member that you do n’t have any money for. You do n’t have any useful members.} Amount and usage Λκ I 楢 运 款There are a lot of machines in between, and there is a paving shop in it. Of gold is now prepared for the effect that the registration with gold lotus plurality of gold often than now, the remaining quantity shortage of short GOLD extant in the production of hair has not. For the question, ask about the use of the balance of money (please read the precautions on the back before filling out this page). The printing and payment of the printing machine of the Consumer Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs needs to be deposited, and the changes will change from time to time. Each row has less progress and less reduction. Therefore, there is little amount of surplus for the reduction of the deposit. The remaining amount should be the receipt of the deposit. The return and recharge or the replenishment are replenishment but the replenishment is still left. , 1 Receiving less, reducing or replenishing with less, more money, less money, more money, more money, the actual amount of money needed for realizing the travel is used for the lotus, because of the gold, the extra is more than the remaining, and the quasi-internal conference machine is used. Payments are often made, payment is made, change is clear, and responsibility is not borne. The amount of deductions for the forefront of the industry is small. The limit can be reduced so that the return is the most possible. This paper standard applies to the Chinese national standards. (CNS> Α4 specification (210X 297mm) SC4244 V. Description of the invention (2) There are still surplus funds in the store, so it will be difficult for effective lotus cash to be its problem. [Problems to be solved by the invention] The present invention is used to solve the above problems. The purpose is to provide a media gambling usage prediction device or media lotus management device, which can make the use of T. ·· η '* "' Jin's trading media lotus director become the most appropriate amount to improve the transaction media. The efficiency of the lotus is reduced to reduce the burden on the staff to supplement the transaction media and / or return to the herding operation. Another object of the present invention is to provide a media usage prediction device for the existing existing like automatic deposit payment machine The media processing device can improve the efficiency of the use of its transaction media. Another object of the present invention is to provide a method for inferring the amount of media lotus. It can guarantee the occurrence rate of the media shortage that the user desires. Another object of the present invention is to provide a method for inferring the amount of media usage, (please read the precautions on the back before filling this page). Into the body of the body} The amount of the amount of pre-prepared heart lotus will be released · 丨 * ·… push-Τ y # 1 lotus i-D f amount 1 on the S side use rt ·· * · push up Yi Yu The degree of use of the lotus essence, "quoted by the use of the CDB of the Zunli Media CDB, the Ministry of Economy Central Standards Bureau employee consumer cooperatives are printed very rarely material, practical use of mineral resources. It is a theory or an inference, when the current situation comes out and the situation is different, the Ming-level Dafa, etc., is very dependent on the changes, and the law is based on the fact that the situation is based on the merits of the situation. 0E The media body ItHHa species 1 The supply and the offer is 0. The reason for this is a separate and sufficient explanation. It can be published as a copy of the book. It has been changed to a set, and it has been pushed to the right by the amount of time available. The standard of the paper is applicable to the Chinese national standard (CNS) Α4 specification (210Χ297mm) A 7 B7 Employee of the Central Standards Bureau of the Ministry of Economic Affairs Printed by the consumer cooperative V. Description of invention (3) 1 1 has become the basic inference knowledge data, so the inference knowledge is easy to understand t 1 1 I, some changes to the surrounding surrounding environment and social system I can change the mark 1 of the 1 1 setting to respond to 9 without wasting the learning result of m t can be effective / -V please 1 I 1 use 〇 reading 1 back 1 the other hundred of the invention is to provide-a medium Usage amount inference method t of 1 Set the upper and lower limits on the inferred usage amount. When the actual operation is used, pay attention to 1 1 thing. 1 When the usage amount is limited, the use inference result can be ignored regardless of the limited amount. The great thing is to provide a media operation management device by filling in this i I. Displaying and setting the effective parameters for inference of lotus dosage and setting the input page for people's use --- 1 Those who can grasp the suitability and reliability of their rules to make predictions (Inference) 1 | Applicable effect of rules and correction of rules according to its judgment. K 1 1 Correction of inference accuracy 0 1 Subscription 1 1 Another hundred of the invention is to provide a media usage management device to infer the usage of multiple media processing devices and display it according to time. 1 1 Series of judgments on the usage of each device can be inferred to include each device 1 I The amount of media movement (variation) in the interposition can improve the operating efficiency of the entire LL system (for example, the entire store). The other one of the invention is to provide a media operation management device or media 1 I volume usage inference method can be used as a media to increase the current utilization of gold. 1 1 The use efficiency of gold 0 1 1 Another hundred of the invention is to provide a media volume inference method »1 I by using 1 store As the amount of trading media using gold becomes 1 1 the most appropriate amount can increase the trading media of 1 store Use efficiency 1 | 9 and reduce the negative of the supplementary and / or recycling operations of the transaction media performed by the clerks 1 1 -5-1 1 1 This paper size is applicable to the Chinese National Standard (CNS) A4 specification (210X297 mm) Supplement A7 B7 β ί丨 丨 7:. Printed by the Employees ’Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economy V. Description of the Invention (Bucket) 1 1 Duan 〇1 1 Another huge aspect of the present invention is to provide a method of media usage inference 9 1 1 Inference about setting input to lotus amount »You can greatly reduce the number of man-hours of the initial setting of the system on the user side. 1 Read 1 Back 1 The other one hundred of the invention is to provide a method for inferring media usage 9 Part 1 Note | By setting the store type based on actual performance data, the accuracy of inference can be improved. Idea 1 The other of the present invention-one hundred is to provide-one method of media usage inference method and then 1 I fill in 1 to determine the accuracy t of the usage inferred by 1 store to make it a pageable 1 correction method 1 Can improve the accuracy of pushing DW 〇 '-1 I Another hundred of the present invention is to provide a method of media lot inference t 1 1 Use the correction value or rule settings to make the use of 1 store can be supplemented 1 1 positive Method 9 allows the user to make corrections very easily. The other major aspect of the present invention is to provide a method for inferring the amount of media lotus t 1 I. The amount of lotus amount in the store is set to 1 through the white motion. The inference has parameters »1 1 Allows users to make corrections easily. 1 1 Another hundred of the invention is to provide a management device for media lotus. The line is deduced to be suitable for the lotus position of the store, and the effective lotus position of the media can be obtained. 1 I [Means for solving the problem 3 1 1 Φ of the present invention The first item in the patent scope is a prediction of the amount of media lot 1 1 The device's special emblem% is equipped with a billion-memory device i for memorizing the predetermined 1 1 corresponding to the classification Trading media lot usage prediction rule specific device 9 1 I is used to determine the above classification and prediction device * According to the above-mentioned specific 1 1 classification, the transaction media usage prediction rule $ is used to predict the transaction 1 1 media usage; and According to the above 6-Yi media lotus usage prediction rules, the paper size is 1 1 1 This paper standard is applicable to the Chinese National Standard (CNS) A4 specification (210X297 mm) A7 B7 Printed by the Employee Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs 5) 1 1 Measure the amount of trading media lotus in the specified period 〇 1 1 | The second item of the patent application scope of this invention is a media usage forecast 1 1 In addition to the composition of item 2 of the scope of patent application, device 1 has: 1 I please 1 I input device $ to input the real m value of the transaction media lotus amount; and first read 1 I ik 100 million device is used to record 100 million of the above-mentioned input amount of the trading media used is actually memorized 1 I. According to the above-mentioned trading media lot usage forecast rules and the attention of the trading media lot 1 1 The usage performance is used to predict the trading media lot usage in the specified period. Item 1 I then 1 I The third item of the patent scope of the invention is-the prediction of the amount of media lotus 1% This device »In addition to the composition of the first item of the patent scope 9 and has a useful page 1 I to make the prediction of trading media lotus child The results are compared with the actual amount of trading media lotus 1 1 I m compared to the comparison device $ and according to the above Compare the results to learn the above 1 1 rules for predicting lotus usage for trading media. ○ Item 4 of the scope of the patent application of this invention is a media lot usage forecast 1 I device 1 In addition to the composition of item 1 of the patent application scope * and has Use 1 I to display% of each transaction media usage of multiple transaction processing devices and 1 1 based on the above predicted transaction media usage 1 Show each transaction media 1 transaction media usage of line processing device 〇1 I Item 5 of the patent application scope of the invention is a media lot management device 1 I device • Used to supplement or recover the transaction media of the transaction processing device 1 1 t Its pending emblem is equipped with • Billion device 9 used to remember 100 million pre-defined points 1 1 The corresponding device of the transaction media lot usage prediction rule corresponding to the category 1 • Used to specify the category 1 1 above! Prediction device »According to the above-mentioned to-be-categorized office 1 I, the transaction media lot usage prediction rule • Used to predict the transaction media transport 1 1 1 The usage storage device 1 is used to store 7- equivalent to the above transaction media transport 1 1 1 1 This paper scale is applicable to the Chinese National Standard (CNS) A4 specification (210X297 mm) 304244 A7 B7 Central Standards Bureau of the Ministry of Economic Affairs Beigong Consumer Cooperatives Ink V. Invention description () 1 | The amount of transaction media 1 I used and the monitoring device f are used to monitor the amount of transaction media held by the transaction processing device 1 1 I »The amount of transaction media held according to the above transaction processing device will become /» — N 1 I Please 1 I is Specified amount 9 White The above storage device is a pre-reading for the above transaction processing device 1 1 read 1 1 line of supplement and / or recycling of transaction media Back 1 I of 1 The 6th item of the patent application scope of the present invention is a media lot management device 1 device t is a media processing device used for transaction processing based on the media. 1 I and then the amount of ownership will become the specified amount ， Supplement 3 f Port / or recovery of a specified amount of media Fill in 1 body 1 It is provided with the most appropriate amount of lotus 1 based on the media processing volume of the transaction processing performed during the specified operation period of the above media processing device 1 | I infer Dim device Ο 1 1 I The patent application scope item 7 of the present invention is a media lot management device 1 Order 9 In addition to the composition of the patent application scope item 6 multiple systems are used 1 1 The media processing device , And the above-mentioned inference device% is based on the transaction of multiple 1 I media processing devices The total processing capacity of the media is 1 1 1 to infer the most appropriate amount of total lotus. Item 8 of the patent scope of the invention is a method for inferring the media lot usage of a management device for media lotus »The Media Lotus Use the management device to pseudo-record the media holding amount of the media processing device that deals with the media according to 1 I < Sts into 1 1 I as the specified amount to supplement and / or recycle the specified media 9 based on the past 1 1 actual performance data and The risk rate of media shortage is%. Push the above-mentioned media processing 1 1 to the media usage of the transaction processing performed during the designated operation of the device. 1 | Determine the most appropriate amount of lotus. 〇 I The invention of the patent scope item 9 It is a media application management device 1 1 1-8-1 1 This paper standard is applicable to the Chinese National Standard (CNS) A4 present format (210X297mm) A7 B7 Printed by the Employee Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economy V. Description of invention () 1 I inferred method of media lot usage * The media lot management device pseudo-based on the media holding amount of the media processing device that performs transaction processing on media according to 1 1 1 1 is the specified amount to supplement and / or recover the specified amount of media 9 and according to the past 1 I actual performance data% of the above-mentioned media processing device during the designated lotus period, please read the 1 I line of transaction processing media use Volume »Divided into release volume and lotus margin reading 1 1 I and deducing the most appropriate volume of use Ο Note 1 I meaning 1 I The 10th item of the patent application scope of the invention is a media operation management equipment item 1 I 1 1 The amount of media used to push the IBW method $ In addition to the composition of item 9 of the patent application scope Correct the aforementioned marginal amount of lotus according to the inferred value of the above release amount. 1 1 〇 Φ of the present invention The 11th item of the patent scope is-the media usage amount inference method of the media lot management device 1 1 1 The device is based on 1 order 1 I. The media holding capacity of the media processing device that processes the media will become the specified amount to supplement and / or recycle the specified amount of media 9 and based on the past 1 1 performance data > During the designated lotus period, the 1st line of the transaction processing media lot is used to infer the level and the most appropriate amount of 1 line lotus is deduced. I The 12th item of the patent application scope of the present invention is a media application management device 1 1 In addition to the method of inferring the amount of media lotus inferred in addition to the composition of patent scope item 8 t 9 1 1 > 1 0 or 11 »The above-mentioned media usage amount The inference has 1 1 parameter as the mark I. Arbitrary setting mark is used to make inference and its deduction 1 I The value of the upper limit and lower limit are set. 1 1 13 of this invention patent application scope is a medium Lotus tube 1 1 management device 9 Pseudo adopting Φ Please patent -9 Scope No. 8 »9 10 • 11 or 12 items 1 1 1 1 This paper size is applicable to China National Standard (CNS) A4 specification (210X297 public daughter) Μ Β7 ^ 04244 Fifth, the invention description (again) the method of media usage inference, which includes a display device to display the effective parameters in the media lot inference. (Please read the precautions on the back before filling in this page) Items 15 and 16 of the patent application scope of the present invention are a media operation management device, in addition to the composition of items 8, 9, 10, 11 or 12 of the patent application scope, An input device is provided to allow the above-mentioned effective parameter settings to be entered into the patent application of the present invention. Items 17 and 18 are a media lotus management device, such as using the media of the patent application items 8, 9, 10, 11 or 12 The usage inference method is used to infer the usage among multiple media processing devices. Items 19 and 20 of the patent application scope of the present invention are a media operation management device. In addition to the constitution of items 8, 9, 10, 11 or 12 of the patent application scope, a display device is provided to display the above-mentioned multiple media processing devices The amount of lotus inferred from time to time. Item 21 of the patent application scope for the printing of the invention by the Employees Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs is a method for inferring the amount of media lotus. The media management device is a media processing device installed in the store for transaction processing of media, and is based on The media holding amount of the media processing device will become the specified amount to supplement and / or recycle the specified amount of media; and allow the setting of the store type for the amount of media used; and the rules according to the store type corresponding to the set input store type Set and infer the most appropriate amount of media usage. Item 22 of the patent scope of the present invention is a method for inferring the amount of media lotus used for the management device for the medium lotus. In addition to the composition of item 21 of the patent scope of the application, the setting of the above-mentioned store type will be based on the amount of media lotus 10- This paper scale is applicable to China's Jia Family Falcon (CNS) Α4 specification (210Χ297 mm) A7 B7 Printed by the Employee Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs 5. Invention Description () 1 1 The type is automatically set. 1 1 1 Item 23 of the patent application scope of the present invention is a media lot inference. 1 1 The method is included in addition to the composition of the patent application item 21 or 22 * with / · —, 1 I accuracy Judgment device, used to determine the accuracy of the inferred lotus dosage, please read 1 1 I and the correction device first, used to correct the amount of the application, and when reading the back 1 1 I degree determination device to determine the accuracy of the inferred application Degree is tilted, PDQ shifts in%, and Lidong 1 1 I The device corrects the operation amount items pushed out in the direction of improving accuracy. 1 I 〇 Refill 1 1 Φ of the present invention. The 24th item of the patent scope is a media lotus amount pushing DW. This page '— ^ 1 I Method > In addition to the composition of item 23 of the application scope of the patent, the above 1 1 1 correction device pseudo-sets allowable correction values and / or rules. 1 1 Items 25, 26, and 27 of the patent application scope of the invention are a method for inferring the amount of media lot 1 »In addition to items 21, 22 9 23, or 24 of the patent application range 1 I, the composition 1 It is inferred that there is a parameter «and S 1 1 1 sets this parameter dynamically. Ο 1 1 The patent application scope of the present invention is No. 28» 29 30, 31 items are — seed medium 1 management system for maiden lotus, the patent application scope is falsely adopted Item 21 $ 11, 23 9 1 1 24 or 25 media usage inference method, and infer the most appropriate 1 1 | Media usage 〇1 1 The patent application scope of the present invention No. 32 1 33 1 34, 35 9 36% 37 $ 1 1 Item 38 is a media operation prediction device% Media lotus management device or its 1 | Media lotus usage inference method, except for patent application section 1 t 5, 6 1 | 8, 9 * 11 i 2 Except for the composition of item 1 • The transaction media is composed of currency 1 1 1 〇- 11- 1 1 1 This paper scale applies the Chinese National Standard (CNS) A4 specification (210 X 297 mm) A7 B7 Printed by the Employee Consumer Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs 5. Description of invention (1.) 1 | C Effect of invention 1 I According to item 15 of the patent claim scope of the present invention,% is a media processing device such as a white-motion deposit payment machine that has been installed in the store 1 1 1 $ for predicting banknotes 1 I please 1 I »coins, deposit book 1 Summons »B Reports and other transaction media for transaction processing first reading 1 I reading 1 volume usage 9 For the existing media processing device, it can effectively use the back 1 1 of the transaction media 1 $ and 9 with the existing media processing device Can be used I Note 1 I can save money. Item 1 I again 1 I again 1 According to the lotus of the existing media processing device Dosage performance and forecast fill% 1 OJk This rule predicts the above lotus usage%. The prediction of lotus usage can improve the accuracy page 1 1 degree 1 In addition »Through learning, the accuracy can be further improved. Predicted value »Can improve the operability of the clerks 1 1 I 〇1 Claim 6 or 7 of the patent application scope according to the present invention> For example 9 use 1 I fuzzy inference or inference through learning uW * Inference is used for trading media Enter the 1 I transaction processing of one or more media processing devices. The transaction media lotus 1 1 I usage > can predict its most appropriate usage%, so you can set the amount of transaction media ready to be shipped 1 and online Become the smallest amount 1 There will be no remaining transactions i Media volume »Can effectively use lotus trading media% and use multiple media 1 I When dealing with devices, the unevenness of the amount of transaction media between the devices can be eliminated. 1 1 Scale 9 can effectively use the transaction media. As a result, f can reduce the burden on the staff 1 1 to supplement and / or recycle the transaction media »and 1 1 The efficiency of lotus trading media can be increased to the maximum. 1 I According to item 8 of the patent application scope of the present invention 1 By inferring the amount of lotus according to the risk rate of the media shortage 1 1 | 1 1-12-1 1 This paper scale is applicable to the Chinese National Standard (CNS) A4 (210X297 mm) A7 B7 Printed by the Employee Consumer Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs 5. Invention Description (Λ) (user) Occurrence rate of media shortage. According to the description of items 9 and 10 of the patent scope of the present invention. T Divide the amount of usage into the amount of media released and the margin for lotus (lotus Use Yuyu • peace of mind reserve) to make inference f can improve the accuracy of inference and increase the lotus effect. Please read the back rate first. According to the record of item 11 of the patent application scope of the present invention »Inferred by the output of the equivalent note level The amount of out lotus 9 can be fully deduced if there is a big difference in the actual jaw data »or when the actual data of the sample is very small.« ** e, 〇This page is in accordance with the patent application Records in item 1 1 Inference about the amount of lotus 1 Use parameters as markers 1 Make the setting of yuan simple by setting the marker 1 arbitrarily 9 Because the markers are the basic inference knowledge subscription information 9 Inference knowledge is easy to understand t For the surroundings Some changes in the environment or social system 9 can be dealt with by changing the setting of the mark »Does not waste the previous learning Results »can be used to facilitate effective. And by setting the upper and lower limits of the inferred lotus dosage. When the actual lotus dosage line is limited »to use the inference result regardless of the limited quantity. 0 According to the patent application scope of the invention, the thirteenth, 14, 15 »Item 16 f. Effective parameters and settings input by inferring the amount of display usage» Users can grasp the suitability of their rules and reliability to judge the prediction (inference) of the applicable effects of the rules »Based on their judgments Correction> To improve the accuracy of the inference. According to the description of items 17, 18, 19, and 20 of the patent application of the present invention, it is inferred that the amount of lotus between the multi-media media processing devices will display it. L3-This paper standard is applicable to China National Standard (CNS) A4 said grid (210X297mm) A7 B7 printed by the employee consumer cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs V. Description of invention (ρ ·) Judging each device according to time The amount of use, it can be deduced between the respective media comprise means moves (changes) the use amount of the whole system which can improve the body (e.g., store all) use of lotus efficiency. For example, when the cash corner only predicts (inferences) the lotus usage of the automatic trading machine, it is not clear how the store ’s gold is used, and the deposit and withdrawal machines at other cash corner windows have a lot of deposits. When the window business ends It is not possible to use the gold system, but according to the present invention it is a device that can be used. According to the description of item 21 of the patent application scope of the present invention, for example, the automatic deposit payment machine used in the same financial business is equipped with one or more media processing devices (or automatic Transaction processor), because it can be inferred that the most appropriate amount of media lotus corresponds to the store, so it can improve the efficiency of the transaction medium in the 1st store, and reduce the burden of the staff to supplement and recycle the transaction medium. Because the shop type can be set to obtain the inference of the amount of lotus, the number of initial setting hours of the user's system can be greatly reduced. According to item 22 of the patent application scope of the present invention, by setting the store type based on the actual performance data, the accuracy of inference can be improved, and the inference system can be generalized at the same time. According to item 23 of the patent application scope of the present invention, whether the inference of the lotus amount of a store is shifted, the accuracy of the inference can be evaluated, and this correction can be made when the shift is made, which can improve the accuracy of the inference for a store. According to the record in item 24 of the patent application scope of the present invention, the Chinese National Standard (CNS) Α4 specification (210Χ297mm) is used through the revised paper size (please read the precautions on the back before filling this page)

、1T 〇〇4244 五、發明説明（θ ) 值或規則之設定，用來進行所推論之1個店舖之蓮用量 補正，可以簡單的實行使用者方之補正。 依照本發明之申請專利範圍第25, 26, 27項之記載， 經由自動設定使1個店舖之運用量之推論持有參數，可 讓使用者容易的進行1個店舖之補正，而由此補正提高 推論精度。 依照本發明之申請專利範圍第28, 29, 30, 31項之記 載，利用具有上述特擞之方法，用來管理1個店舖之蓮 用量所推論之媒體，可獲得媒體蓮用管理裝置具有媒體 之有效的1固店舖之蓮用效率。 依照本發明之申謓專利範圍第32〜38項之記載，以現 金作為媒體，所獲得之媒體蓮用量預測裝置，媒體蓮用 管理裝置或其媒體蓮用推論方法可以提高現金之蓮用效 率。 〔實施例〕 以下根據附圖詳述本發明之一實施例。 附圖表示構成於金融店舖内之現金運用管理裝置，用 (請先閱讀背面之注意事項再填寫本頁) --β Μ 經濟部中央標準局員工消費合作社印製 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） A7 B7 經濟部中央標準局員工消費合作杜印製 五、發明説明（ ) 1 1 來 蓮 用 管 理 白 動 交 易 機 ( 作 為 媒 體 處 理 裝 置 ) 中 之 現 金 1 1 ( 作 為 交 易 媒 體 ) ❶ V 1 1 如 圖 1 所 示 9 該 白 動 交 易 機 之 現 金 蓮 用 管 理 裝 置 之 構 f—v 請 1 先 1 成 包 含 有 閲 讀 1 例 如 » 自 動 存 款 付 款 機 之 顧 客 專 用 白 動 交 易 媒 機 1 1 册一 背 1 I 之 1 I > 根 據 顧 客 之 輸 入 操 作 用 來 容 許 現 金 之 存 钦 提 款 交 易 9 注 意 古 1 I 與 例 如 » 出 納 用 存 款 提 款 之 行 員 專 用 白 動 交 易 機 12 事 項 再 1 L - -- » 根 據 行 員 之 输 入 操 作 $ 用 來 容 許 現 金 之 存 款 提 款 填 窝 本 裝 交 易 9 頁 1 1 與 現 金 蓮 用 機 器 人 1 3 » 從 外 部 連 接 至 該 等 白 動 交 易 機 1 11 9 12 -- -- 9 用 來 補 充 現 金 或 回 收 動 作 9 1 1 與 白 動 出 納 裝 置 1 4 9 用 來 對 該 現 金 運 用 機 器 人 13進行 1 訂 現 金 之 補 充 或 回 收 動 作 9 1 和 搖 控 裝 置 15 , 以 無 線 電 控 制 管 理 該 等 全 部 之 裝 置 Ο 1 1 上 述 之 各 個 白 動 交 易 機 11 9 12 -- -- > 以 並 排 設 置 多 台 1 I 9 傜 位 於 店 舖 内 刖 面 之 一 側 和 他 側 形 成 多 台 相 連 9 用 來 1 - 容 許 進 行 存 款 1 提 款 t 轉 入 等 各 種 之 白 動 交 易 9 來 店 之 | 顧 客 可 以 選 擇 顧 客 專 用 白 動 交 易 機 11作交易 ,或選擇跨越； 1 1 榧 台 16之行員專用 白 動 交 易 機 12經 由 行 進 行 交 易 〇 1 1 又 9 在 並 排 設 置 之 白 動 交 易 機 11 9 1 2 -- -- 之 後 方 9 分 1 I 別 連 接 機 器 人 行 走 路 徑 17 t 並 在 機 器 人 行 走 路 徑 17上行 1 1 走 之 現 金 蓮 用 機 器 人 1 3分 別 對 應 於 各 白 動 交 易 機 11 9 12 1 1 -- — 施 行 現 金 之 補 充 或 回 收 動 作 〇 1 I 該 現 金 蓮 用 機 器 人 1 3 9 在 機 器 人 行 走 路 徑 1 7 ( 連 結 各 1 1 1 -1 6- 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） A 7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明 ( ) 1 1 m 白 動 交 易 機 1 1 9 12 __ 和 設 於 店 舖 内 後 方 之 白 動 出 纳 1 1 裝 置 14之 間 ) 上 行 走 移 動 9 經 與 白 動 出 纳 裝 置 14連 接 進 1 1 行 補 充 或 回 收 動 作 9 加 以 調 整 收 纳 在 該 現 金 蓮 用 機 器 人 /-—V 請 ! 先 1 13内 之 補 充 或 回 收 金 額 〇 閲 讀 1 而 以 搖 控 裝 置 1 5監 視 各 個 白 動 交 易 機 1 1 1 2 —— 一 之 運 背 1 I 之 1 I 用 餘 額 * 根 據 此 所 監 視 之 運 用 餘 額 對 現 金 運 用 機 器 人 13 注 意 古 1 I 及 白 動 出 衲 裝 置 14作 驅 動 輸 出 » 並 對 各 偏 白 動 交 易 機 11 ▼ 項 再 L 9 1 2 -- m 行 最 適 當 之 現 金 運 用 量 之 補 充 或 回 收 動 作 〇 填 寫 本 裝 I 在 造 種 情 況 9 當 從 搖 控 裝 置 1 5之 通 信 時 » 如 圔 2 所 示 頁 '—^ 1 I 贅 經 由 裝 備 在 各 個 裝 置 1 1 15之 天 線 18 以 無線 電 通 信 1 1 管 理 作 現 金 出 入 處 理 之 各 個 裝 置 1 1 14 9 此 時 之 通 信 内 1 1 容 傜 從 各 裝 置 11 14 運 用 餘 額 或 運 用 狀 態 之 資 料 訊 訊 ,相 1 訂 反 的 對 各 個 裝 置 11 〜 14發 送 蓮 用 交 易 模 式 之 曼 更 指 示 1 或 補 充 或 回 收 指 示 等 〇 1 1 又 在 搖 控 裝 置 15 9 具 備 有 顯 示 器 1 9 9 印 表 機 20 » 蜂 鳴 1 I 器 2 1 9 顯 示 燈 22及 輸 入 鍵 2 3 9 可 依 照 接 收 内 容 使 蜂 音 器 1 L ^ 2 1 發 出 警 報 點 亮 顯 示 燈 2 2 9 然 後 在 顯 示 器 19顯 示 各 個 L I 之 白 動 交 易 機 11 9 12 之 運 用 餘 額 和 店 舖 内 之 運 用 總 額 等 1 之 運 用 資 料 9 及 在 印 表 機 2 0 進 行 印 出 0 1 1 圖 3 是 搖 控 裝 置 1 5之 控 制 電 路 方 塊 圖 9 CPU 3 1依 照 被 1 I 收 纳 在 ROM 3 2之 程 式 進 行 控 制 各 個 電 路 裝 置 以 可 讀 出 1 I 之 方 式 將 該 控 制 資 料 記 億 在 RAM 33 〇 另 外 9 上 逑 之 CPU 1 1 3 1 裝 備 有 模 糊 推 論 功 能 〇 1 I 裝 置 通 信 部 34被 連 接 成 與 顧 客 專 用 白 動 交 易 機 11 -- -- 1 1 1 -1 7 - 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） A7 B7 五、發明説明（16 ) ,行員專用自動交易機12----，和自動出納裝置14進行 無線電通信藉以進行搖控管理，相同的，機器人通信部 35被連接成與現金運用櫬器人13進行無線電通信藉Μ進 行搖控管理。利用這種方式，各個裝置之間不需要配線 ，可Μ使店舖内之自動補充或回收構造簡化構成，另外 ，可Κ使在店舖内行走之現金運用機器人13在廣泛範圍 圓滑的行走。再者，.具備有硬碟裝置36和軟碟裝置37作 為外部記憶裝置用Μ記憶所需要之交易實績資料。 圖4是現金運用櫬器人13之控制電路方塊圖，CPU 41 依照被收納在ROM 42之程式進行各個電路裝置之控制， 以可謓出之方式將該控制資料記憶在RAM 43。 搖控裝置通信部44被連接成與推控裝置15進行無線電 通信，根據來自搖控裝置15之指令信號由CPU 41執行補 充或回收動作，又裝置通信部45被連接成與各個自動交 易機11, 12----及自動出納裝置14進行無線電通信，根 據來自搖控裝置15之指令信號，CPU 41利用該機器人13 (請先閲讀背面之注意事項再填寫本頁) 裝. 訂、 1T 〇〇4244 V. The description of the invention (θ) value or rule setting is used to correct the lotus dosage of the inferred 1 store, which can be easily implemented by the user. According to the description of items 25, 26 and 27 of the patent application scope of the present invention, by automatically setting the inferred holding parameters of the usage amount of one store, the user can easily make corrections to one store and thus make corrections Improve inference accuracy. According to the records of items 28, 29, 30, and 31 of the patent application scope of the present invention, using the method with the above-mentioned special features to manage the inferred media of the amount of lotus in one store, the media management device with media The effective use efficiency of the 1 solid shop lotus. According to the records 32 to 38 of the patent scope of the application of the present invention, using cash as a medium, the obtained media lot usage prediction device, media lot management device or media lot inference method can improve the cash lotus efficiency. [Embodiment] Hereinafter, an embodiment of the present invention will be described in detail based on the drawings. The figure shows the cash management device that is built in the financial store. Use (please read the precautions on the back before filling out this page) --β Μ Printed by the Staff Consumer Cooperative of the Central Standards Bureau of the Ministry of Economy CNS) A4 specification (210X297 mm) A7 B7 Printed by the Ministry of Economic Affairs Central Bureau of Standards for Consumer Consumption V. Invention description () 1 1 Lai Lian used cash in the management white-action transaction machine (as a media processing device) (As a trading medium) ❶ V 1 1 as shown in Figure 1 9 The structure of the cash lot management device of the white trading machine f-v Please 1 first 10% contains reading 1 For example »Customer-specific white movement of automatic deposit payment machine Trading media machine 1 1 volume 1 back 1 I of 1 I > According to the input operation of the customer to allow cash deposit and withdrawal transactions 9 Pay attention to the ancient 1 I and for example »cashier withdraw money Dedicated white-action trading machine 12 Matters 1 L--»Operate according to the input of the staff $ Used to allow cash deposits withdrawals to fill the nest and pack transactions 9 pages 1 1 and cash lotus robots 1 3» Externally connected to this Waiting for the white-motion transaction machine 1 11 9 12--9 for replenishing cash or reclaiming action 9 1 1 and the white-action teller device 1 4 9 for performing 1 cash replenishment or reclaiming action for the cash using robot 13 9 1 and remote control device 15, manage all these devices by radio control Ο 1 1 Each of the above-mentioned white-motion trading machines 11 9 12--> Multiple 1 1 9 傜 located in the shop in the store side by side Multiple connections are formed on one side and the other side 9 for 1-allowing deposits 1 withdrawals t transfers and other various white-motion transactions 9 coming to the store | customers can choose customer-specific white-motion trading machines 11 for transactions , Or choose to cross over; 1 1 Toki 16 ’s dedicated white-action trading machine 12 to conduct transactions via the line 〇 1 1 and 9 to set up side-by-side white-motion trading machine 11 9 1 2--after the 9 points 1 I do n’t Connect the robot walking path 17 t and move up on the robot walking path 17 1 1 The cash lotus robot 1 3 corresponds to each white-action trading machine 11 9 12 1 1 --- Perform cash replenishment or recovery actions 〇1 I Cash lotus robot 1 3 9 in the robot walking path 1 7 (connect each 1 1 1 -1 6- 1 1 1 This paper standard is applicable to China National Standard (CNS) A4 specifications (210X297 mm) A 7 B7 Central Standards of the Ministry of Economic Affairs Printed by the Bureau Staff Consumer Cooperative 5. Invention description () 1 1 m White Motion Trading Machine 1 1 9 12 __ and White Motion Cashier 1 1 installed at the back of the shop 1 1 Device 14) Walk and move 9 Jing and White Motion Cashier Device 14 is connected to 1 1 line for replenishment or recovery Make 9 adjustments and store in the cash lotus robot / -V please! First 1 13 of the supplement or recovery amount 〇 Read 1 and use the remote control device 1 5 to monitor each white-motion trading machine 1 1 1 2 —— one Yunbei 1 I's 1 I balance * Use the robot to cash 13 based on the monitored operation balance. Note that the ancient 1 I and the white moving device 14 drive output »and for each white moving trading machine 11 ▼ item and then L 9 1 2-m line of the most appropriate supplement or recovery of cash usage. Fill in this device I. In the case of seeding 9 When communicating from the remote control device 1 5 »As shown in page 2 of the 圔 2 '— ^ 1 I By using the antenna 18 equipped in each device 1 1 15 to manage each device for cash in and out processing by radio communication 1 1 1 1 14 9 At this time in the communication 1 1 Rong Yu from each device 11 14 Use balance or use statusAccording to the news, the corresponding 1 is sent to each device 11 to 14 in a reverse order. The lottery instruction 1 for the transaction mode of the lotus or the replenishment or recovery instruction is sent. 1 1 The remote control device 15 9 is also equipped with a display 1 9 9 printer 20 »Buzzer 1 I device 2 1 9 indicator 22 and input key 2 3 9 According to the received content, the buzzer 1 L ^ 2 1 can send an alarm to light the indicator 2 2 9 and then display the white of each LI on the display 19 Mobile transaction machine 11 9 12 operation balance and total operation amount in the shop, etc. 1 operation data 9 and printing on the printer 2 0 0 1 1 Figure 3 is the control circuit block diagram of the remote control device 1 5 9 CPU 3 1 Control each circuit device according to the program contained in 1 I in ROM 3 2. Record the control data in RAM 33 in a way that can read 1 I. In addition, the CPU on the other 9 1 1 3 1 Equipped with fuzzy inference function 〇1 I The device communication section 34 is connected to the customer-specific white-motion transaction machine 11--1 1 1 -1 7-1 1 1 This paper standard is applicable to the Chinese National Standard (CNS) A4 specification (210X297 mm) A7 B7 V. Description of the invention (16), an automatic transaction machine 12 for passengers, and radio communication with the automatic teller device 14 for remote control management, and similarly, the robot communication section 35 is connected to perform radio communication with the cash application player 13 Communication is managed by remote control. In this way, no wiring is required between the various devices, and the automatic replenishment or recycling structure in the store can be simplified, and the cash operation robot 13 walking in the store can be smoothly walked in a wide range. Furthermore, the hard disk device 36 and the floppy disk device 37 are used as external memory devices to memorize the transaction performance data required. FIG. 4 is a block diagram of the control circuit of the cash application processor 13. The CPU 41 controls each circuit device according to a program stored in the ROM 42, and stores the control data in the RAM 43 in a manner that can be retrieved. The remote control device communication section 44 is connected to perform radio communication with the push control device 15, and the CPU 41 performs a supplement or recovery operation according to the instruction signal from the remote control device 15, and the device communication section 45 is connected to each automatic transaction machine 11 , 12 ---- and the automatic teller device 14 for radio communication, according to the command signal from the remote control device 15, the CPU 41 uses the robot 13 (please read the precautions on the back before filling this page)

L 經濟部中央標準局員工消費合作社印製 徑。之外自自 路動内從來M 走移13行據可 行走人進根時 人行器是48作 器向機或部動 機方用，源OH 在之運置電在 Μ 定金裝又 ，。 可指現之。FF作 成依在接理/0動 置13納連處ON行 配人收應收行執 被器被對回進13 。 使機出之之號人 作來用取部入信器 動用運來外取令機 收46金用到金指用 回部現47充琨之運 或動之部補將15金 充驅走理 Μ 置置現 補走行處藉裝裝使 行行上金金之控的 執17現現部搖動 本紙張尺度適用中國國家標準（CNS ) Α4規格（210Χ297公釐） A7 B7 ^04244 五、發明説明（I7 ) 上述之搖控裝置15之CPU 31被裝備成具有模糊推論功 能，根據前一天或過去之耷易實續資料,可以對該搖控 (請先閱讀背面之注意事項再填寫本頁) 裝置15所管理之各個自動交易機11, 12----之當日之現 金運用量（準備金）之最逋當之量及各個機器間之蓮用量 執行模糊推論。 下面將參照圖5之流程圖用來說明上述之CPU 31和行 員對前一日之現金運用量之管理處理。 從RAM 33,或被設定之硬碟裝置36,软碟裝置37謓出 在前一日之店舖内之全部之自動交易機11 , 12----之交 易資料，該交易資料是1日之全體之交易實績資料，利 用該資料推論次日之現金之需要量（步驟nl)。 亦即_，因為在各個自動交易機11, 12----執行提款和 存款之各種交易，所以實際放出現金之現金放出量變為 [提款量-存款量]，該現金放出量為上述之現金需要量， Ml日為單位對全體之現金放出量（現金需要量）進行横 糊推論，該推論结果輸出到顥示器19及顯示。 經濟部中央標準局員工消費合作社印裝 行員確認被顯示在顯示器19之推論结果（現金需要量） (步驟n2), K該推論结果（現金需要量）之現金作為次日 之輸送量，依賴現金輸送源輸送（步驟n3)。 下面將參照圖6之流程圖說明搖控裝置15之CPU 31和 行員對當日之現金運用量（準備金）之管理處理。 亦即，現金之運用量（準備金）作為初期之目標值，其 構成包含有上述之前一日之推論结果（現金需要量），和 運用邊際量，具有預備之現金用Μ消除現金短缺之發生 Ο -19- 本紙張尺度適用中國國家標準（〇灿）八4^^(210乂297公釐） 經濟部中央標準局員工消費合作社印製 Α7 Β7 五、發明説明（18 ) 目標值=現金運用量（準備金）=推論结果（現金需要 量）+運用邊際犛 但是，在前一日之交易有琨金餘額之情況時，上述之 推論结果（亦即，現金需要量）就需要進行補正，該補正 後之現金需要量和前一日之現金餘額相加之值就成為當 曰所準備之現金運用量（準備金）之實際值。 實際值=規金運用量（準備金）=補正現金需要量+前 ----- _ ^ 一曰之現金餘額 如圖7所示的執行上述之補正處理.（算出實際值），將 該實際值和補正現金需要量輸出到顧示器19而顧示。 行員確認被顯示在顯示器19之實際值和補正現金需要 .量（步驟nl2),在該實際值内，從已输送之現金中計數 和取出補正現金需要量之現金，將該補正現金需要量之 現金分配和裝填到現金運用機器人13和自動出納裝置14 (步驟nl3),驅動和控制現金運用機器人13藉Μ進行各 個自動交易機11, 12----之初期裝填（步驟η14)。 在用Κ裝填上述之補正現金需要量之初期裝填中，第 1方法是將全部之裝填量分配到各個自動交易機11, 12 ----。第2方法是將裝填量之一部份（例如，70%)分配 到各個自動交易機11, 12----，其餘部份（例如，30%) 分配到現金蓮用機器人13和自動出納裝置14。 依照上述第1方法將裝填量之全部之現金分配到自動 交易機11, 12----之方法時，因為在父易運作時之現金 本紙張尺度適用中國國家標準（CNS ) Α4規格（210Χ297公釐） (請先聞讀背面之注意事項再填寫本頁) 裝- 經濟部中央標準局員工消費合作社印製 A7 B7 五、發明説明（l9 ) 補充需要從具有剩餘之自動交易機11, 12----回收而補 充該補充部份之現金，所K多少箱要補充之處理時間， 但是，在現金運用機器人13或自動出納裝置14有故障之 情況，當有現金殘留在該等裝置13, 14時，該現金會變 成死現金（不能運用之現金），而可加Μ避免利用此方法 〇 另外，依照上述第2方法時，將一部份之裝填量之現 金分配到自動交易機11, 12----,將其餘部份分配到現 金運用櫬器人13和自動出納裝置14,當交易運作時之現 金補充時，於現金蓮用機器人13或自動出納裝置14有故 障之情況，被收納在該等裝置13, 14内之現金就變成死 現金（不能運用之現金），但是，在規金補充時，因為被 收納在現金運用機器人13和自動出納裝置14之現金可Μ 直接補充和使用，所Μ具有使補充之處理時間加快之優 點。 再於，琨金運用機器人13將現金初期裝填到各個自動 交易機11, 12,----之情況時其分配量包含有： 第1方法之均等量， 第2方法之考應：到餘額之分配结果均等之量/ 第3方法之對應於交易量之多少之量。 依照該等方法時，依照第1 ,第2 ,第3之順序，現 金量之算出變成很複雑，但是，其反面是補充和/或回 收之作業可Κ減少為其優點。 當選擇Μ上之現金裝填方法將現金初期裝填到各個自 本紙張尺度適用中國國家標準（CNS ) Α4規格（210X297公釐） (請先閲讀背面之注意事項再填寫本頁) .裝- 訂 經濟部中央標率局員工消費合作社印製 A7 B7 五、發明説明（20 ) 動交易機11, 12----時，各個自動交易機11, 12----就 變成可運作狀態，形成可進行交易處理之狀態，使現金 運用櫬器人13和自動出納裝置14成為等待狀態（步驟nl5) Ο 使各涸自動交易機11 , 12----進行運作，随著其交易 處理，當任何一個自動交易櫬11, 12----發生現金接近 用完（餘額變少）而要求補充時（步驟nl6),現金運用機 器人13就移動到該要求補充現金之自動交易櫬11, 12-- ，藉Μ執行現金之補充處理（步驟nl7)。 又當現金運用機器人13之現金不足時，就從自動出納 - —— ^ ~ 裝置14補充。 ’依照]述之實施例時，根據前一日之交易運作（1個 指定運作期間）之交易實績用來推論自動交易機11, 12 ----全體所需規金之蓮用量（準備金），因為進行最適當 之蓮用量（準備金）之模糊推論，所Μ準備運用之現金需 要量可Μ設定在最少量，不會有剰餘之現金，可Μ有效 ν-------------- 的運用現金，又也可W消除自動交易機Π, 12----之間 之不平衡，可以將規金之運用效率提高到最大限度，和 可以減輕行員執行現金之補充和/或回收作業之負擔。 〔其他之實施例〕 上述之現金之運用量（準備金）之推論是根據前一日之 過去運作期間之交易實績資料來進行，該交易實績資料 在以下所示之情況時，變更其推論之規則，或經由學習 執行補正。亦即， 本紙張尺度適用中國國家標準（CNS > Α4規格（210Χ297公釐） (請先閲讀背面之注意事項再填寫本頁) 裝· 訂 A7 3C4244 B7 五、發明説明（21 ) 在很多人集合之舉辦日（例如，賽馬，賽車，或拍賣 會等之舉辦日）等之特別曰，， 交易内容不同於平常日之發薪日，週末，五日，十日 ，月初，月底，年初，年底等之變動曰， 在該等日子，對應其交易内容之推論之規則和該規則 之輕重之輕重亦被變更。 再者，在上述之特別日，變動日，經由學習各個實績 資料亦可Μ變更推論之規則和該規則之輕重。 再於，上述之推論規刖和該規則之輕重，依照店舖之 不同而有不同之特性，因為本身具有等级，包含店舖特 性，在同一店舖之不同櫬種之自動交易機之特性，不同 配置位置之特性，所Κ依照該等機種和配置之特性，變 更上述之推論規則和其輕重，又經由學習其實績資料亦 可以補正變更推論之規則和其輕重。 復於，現金之蓮用量（準備金）是由現金需要量和蓮用 邊際所構成，諸等可以對其進行値別之推論。 上述之現金需要量由於上述之特定日和變動日，店舖 特性或自動交易機之機種和配置之特性之不同而有很大 之變動，所Μ即使使用適合之推論規則，在另外一方之 蓮用邊際亦會使其量産生變動》 亦即，運用邊際為預備之現金量，該預備是增加用Κ 消除現金短缺之量，算出產生現金短缺之危險率，考慮 該危險率，然後決定影響該危險率之精度之蓮用邊際。 然後，Μ實績資料學習該危險率，同樣的亦學習精度 本紙張尺度適用中國國家標隼（CNS ) Α4規格（210Χ297公釐〉 \裝 訂 (請先閱讀背面之注意事項再填寫本頁) 經濟部中央標準局員工消費合作社印製 經濟部中央標準局員工消費合作社印裝 A7 B7 五、發明説明（22 ) ，藉Μ補正變更其推論之規則。 〔推論之說明〕 、 下面將詳细說明上述之其他實施例中之現金運用金 (準備金）推論。圖8是推論說明圖，用來表示對1個現 金角之推論，在該角配置有多台之自動交易機11, 12-- ，由搖控裝置15控制之現金運用櫬器人13對各個自動交 易機11, 12----執行現金之補充或回收之處理。 在上述之現金角，推論（預測）現金運用量（準備金）之 目的是支援行員m ^ ^ .藉以使資金運用高效率化 ，.一 irrrr-----* ,該推論（預測）是K現金角單位作預測，另外，Μ自動 交易櫬11, 12----作為對象，W 1日單位預测（推論）所 需之現金之準備董（蓮用量 >,和Κ1日單位預测（推論） 自動交易機11, 12----之各號機之初期裝填量。 圖9是說明用來表示運用管理系統之運用，推論（預 測）現金運用量（準備金），輪出其預测值，行員依照該 預測值設定現金，運用自動交易機11 , 12----,在該運 用之後，依照其蓮用實績資料調整其系統。在該調整時 ，監視預測精度和根據該監視而變更其規則，將該系統 調整使用在下一個之系铳蓮用中進行學習，並利用此學 習Κ提高預測精度（推論精度）。 圖10表在1個現金角之現金蓮用量之推論說明圖，現 金運用量（準備金）由現金之放出預測值和運用邊際所構 成。 亦即， -24- 本紙張尺度適用中國國家標準（CNS > Α4規格（210X297公釐） ---------1、裝------訂------ (請先聞讀背面之注意事項再填寫本頁) Α7 Β7 經濟部中央標準局員工消費合作社印製 五、發明説明（23 ) 現金運用量（準備金）=現金放出預测值+運用邊際 例如，在K紙幣作為現金之情況時， 現金運用量（準備金）=紙幣放出張數預測值+運用邊 際 其中，紙幣放出張數預测值（或現金放出預测值）是預 測之紙幣放出張數，該紙幣放出張數為 紙幣放出張數=提款張數-存款張數 在連鑛提款之情況時會造成紙•洛（現金）不足，上述之 運用邊際是用Μ消除紙幣短缺之預備紙幣張數（餘裕· 安心量）。 圖11用Κ表示現金運用量（準備金）之推論内容之說明 書，經由自動交易櫬11 , 12----進行運作，將其實績資 料收集在資料收集部51，藉Μ將其記錄在實络椹案52, 然後，在學習部53監視預測精度和調整其規則之變更， 依照過去之實績資料學習配合店舖之規則（模糊規則）， 將該學習所獲得之規則記錄在規則檔案54。 放出張數預測部55依照規則檔案54之規則推論紙幣之 放出張數，藉Μ推論現金角全體之放出張數（紙幣放出 張數預測值，或規金放出預測值），利用運用邊際補正 部56來補正該放出張數預測值。亦即，如圖7所示，因 為存在有上述之現金餘額，所Μ利用該現金餘額補正上 述之放出張數預測值（對應於圖7之推論結果），用Μ算 出圖7所示之補正現金需要量。 依上述方式算出之現金需要量（需要額）輸出給行員， (請先閱讀背面之注意事項再填寫本頁) .裝. 訂L The Ministry of Economic Affairs, Central Bureau of Standards and Staff Cooperative Printed Path. In addition, the self-driving system has moved 13 lines of data from the inside of the walker. When the walker enters the root, the walker is a 48-operator for the machine or the engine, and the source OH is installed in the M deposit. Can refer to it. The FF creation is based on the reception / 0 action 13 and the ON line at the connection point. The person who made the machine used it to get the credit card from the department. The machine used to take the money from the outside. The machine collected 46 gold and used the gold finger to return the department. Install the cash-in-place to borrow the equipment to make the gold deposit control. The current paper is shaken. The paper standard is applicable to the Chinese National Standard (CNS) Α4 specification (210Χ297 mm) A7 B7 ^ 04244 V. Invention description (I7 ) The CPU 31 of the above-mentioned remote control device 15 is equipped with a fuzzy inference function, which can be used for the remote control according to the previous and past data (please read the precautions on the back and fill in this page) Device 15 Perform the fuzzy inference on the most effective amount of cash usage (reserve) on the day of each automated trading machine 11, 12 ---- managed and the amount of lotus between each machine. The following will refer to the flowchart of FIG. 5 to explain the above-mentioned CPU 31 and the staff's management processing of the previous day's cash utilization amount. From the RAM 33, or the set hard disk device 36, floppy disk device 37, all the transaction data of the automatic transaction machines 11 and 12 in the store on the previous day are displayed. The transaction data is 1 day. All transaction performance data, use this data to infer the amount of cash required the next day (step nl). That is _, because various transactions of withdrawals and deposits are executed on each automated trading machine 11, 12 ----, the actual cash withdrawal amount of the cash deposit becomes [withdrawal amount-deposit amount], and the cash withdrawal amount is the above For the cash requirement, Ml day is the unit for inferring the total cash release amount (cash requirement), and the result of the inference is output to the display 19 and displayed. The printing staff of the Ministry of Economic Affairs, Central Bureau of Standards, Employee and Consumer Cooperative confirms the inference result (cash requirement) displayed on the display 19 (step n2), K The cash of the inference result (cash requirement) is used as the next day's delivery volume, depending on Transportation source transportation (step n3). Next, the management processing of the cash utilization amount (reserve) of the day by the CPU 31 and the staff of the remote control device 15 will be described with reference to the flowchart of FIG. That is to say, the amount of cash used (reserve) as the initial target value, its composition includes the inference results (cash requirement) of the previous day, and the marginal amount of use, with a cash reserve to eliminate the occurrence of cash shortages. Ο -19- This paper scale is applicable to the Chinese National Standard (〇 Can) 8 ^^ (210 to 297 mm) Printed by the Consumer Standardization Bureau of the Central Standards Bureau of the Ministry of Economic Affairs Α7 Β7 V. Description of Invention (18) Target Value = Cash Use Amount (reserve) = inference result (cash requirement) + use margin. However, when the previous day ’s transaction has a balance of funds, the above inference result (ie, cash requirement) needs to be corrected. The sum of the cash requirement after the correction and the cash balance of the previous day becomes the actual value of the cash utilization amount (reserve) prepared that day. Actual value = regulation amount (reserve) = corrected cash requirement + previous ----- _ ^ The cash balance of the first day is as shown in FIG. 7 and the above correction process is performed. (Calculate the actual value). The actual value and the corrected cash requirement are output to the indicator 19 for consideration. The clerk confirms the actual value and the corrected cash requirement displayed on the display 19 (step nl2). Within the actual value, the cash of the corrected cash requirement is counted and taken out from the delivered cash, and the corrected cash requirement is Cash is distributed and loaded to the cash application robot 13 and the automatic teller device 14 (step nl3), and the cash application robot 13 is driven and controlled to carry out the initial loading of each automatic transaction machine 11, 12 ---- by borrowing M (step n14). In the initial filling of the above-mentioned corrected cash requirement with Κ, the first method is to distribute all the filling amount to each automatic transaction machine 11, 12 ----. The second method is to allocate a part of the loading amount (for example, 70%) to each of the automated trading machines 11, 12 ----, and the rest (for example, 30%) to the cash lotus robot 13 and the automatic teller装置 14. 14. Device 14. When distributing all the cash in the loading amount to the automatic transaction machine 11, 12 ---- according to the first method above, because the paper size of the cash when the parent is operating is applicable to the Chinese National Standard (CNS) Α4 specification (210Χ297 Mm) (please read the precautions on the back before filling in this page) Outfit-A7 B7 printed by the Employee Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs 5. Invention Instructions (l9) The supplement needs to be provided from the remaining automatic trading machines 11, 12 ---- Recovering and replenishing the cash in the replenishment part, the processing time for the number of boxes to be refilled, however, in the case where the cash application robot 13 or the automatic teller device 14 is faulty, when there is cash remaining in these devices 13 , At 14 o'clock, the cash will become dead cash (cash that cannot be used), and you can add M to avoid using this method. In addition, according to the second method above, a portion of the amount of cash is allocated to the automatic transaction machine 11 , 12 ----, allocate the rest to the cash application controller 13 and the automatic teller device 14, when cash is replenished during the transaction operation, when the cash lotus robot 13 or automatic teller device 14 is faulty The cash stored in these devices 13 and 14 becomes dead cash (cash that cannot be used), but when the rules are replenished, the cash stored in the cash application robot 13 and the automatic teller device 14 can be replenished directly And use, so M has the advantage of speeding up the processing time of the supplement. Furthermore, in the case where Kunjin uses the robot 13 to initially load cash into each automated trading machine 11, 12, ---- the distribution amount includes: the equal amount of the first method, and the consideration of the second method: to the balance The equal amount of the distribution result / the amount of the third method corresponding to the transaction amount. According to these methods, the calculation of the amount of cash becomes very complicated in the order of No. 1, No. 2 and No. 3, but the opposite is that the operations of replenishment and / or recovery can be reduced to its advantage. When the cash loading method on Μ is selected, the initial loading of cash to each paper standard is applicable to the Chinese National Standard (CNS) Α4 specification (210X297 mm) (please read the precautions on the back before filling out this page). Loading-Order Economy A7 B7 printed by the Employee Consumer Cooperative of the Central Standardization Bureau of the Ministry 5. Description of the invention (20) When the automatic trading machine 11, 12 ----, each automatic trading machine 11, 12 ---- becomes operational, forming a The state of the transaction processing makes the cash application processor 13 and the automatic teller device 14 into a waiting state (step nl5). Ο The automatic transaction machines 11 and 12 are operated, and with their transaction processing, when any An automatic transaction 榇 11, 12 ---- When the cash is nearly used up (the balance becomes less) and replenishment is required (step nl6), the cash application robot 13 moves to the automatic transaction quotation 11, 12-- , Borrow M to execute the cash replenishment process (step nl7). When the cash using robot 13 is short of cash, it will be refilled from the automatic teller-^ ~ device 14. 'In accordance with the embodiment described in the above, based on the transaction performance of the previous day's transaction operation (1 designated operation period), it is used to infer the automatic trading machine 11, 12 ---- the amount of lotus (reserve) required by the entire regulation, Because of the vague inference of the most appropriate lotus amount (reserve), the amount of cash required to be used can be set to the minimum amount, there will be no excess cash, and it can be effective. ------ The use of cash can also eliminate the imbalance between the automatic trading machine Π, 12 ----, which can increase the efficiency of the use of the regulations to the maximum, and can reduce the staff ’s execution of cash The burden of replenishment and / or recycling operations. [Other embodiments] The above inference of the amount of cash used (reserves) is based on the transaction performance data of the past operation period of the previous day. When the transaction performance data is changed under the circumstances shown below Rules, or perform corrections through learning. That is to say, this paper scale is applicable to the Chinese national standard (CNS & Α4 specification (210Χ297mm) (please read the precautions on the back before filling in this page). Binding · Order A7 3C4244 B7 5. Invention description (21) In many people The special day of the gathering (for example, the day of horse racing, racing, or auction), etc., the transaction content is different from the pay day of the usual day, weekend, 5th, 10th, beginning of the month, end of the month, beginning of the year, Changes at the end of the year, etc. On these days, the rules for inferring the content of the transaction and the importance of the rules have also been changed. Furthermore, on the special day mentioned above, the change day can also be obtained by studying various performance data. Change the rules of inference and the importance of the rules. Furthermore, the above inference rules and the importance of the rules have different characteristics according to the store, because they have levels, including store characteristics, and different types in the same store. The characteristics of the automatic trading machine, the characteristics of different configuration positions, according to the characteristics of these models and configurations, K changes the above-mentioned inference rules and their weight, and then The actual performance data can also correct the rules and importance of the inference. Furthermore, the amount of cash (reserve) is composed of the amount of cash required and the margin of lotus, and other inferences can be made about it. The amount of cash required varies greatly depending on the specific day and the day of change mentioned above, the characteristics of the store or the characteristics of the type and configuration of the automatic trading machine. It will also make the amount change ", that is, the margin is used as a reserve amount of cash. The reserve is to increase the amount of cash shortage eliminated by K, calculate the risk rate of generating cash shortage, consider the risk rate, and then decide to affect the risk rate The margin of accuracy is used. Then, the actual performance data is used to learn the risk rate, and the accuracy is also learned. This paper standard is applicable to the Chinese National Standard Falcon (CNS) Α4 specification (210Χ297mm) \ Binding (please read the precautions on the back first (Fill in this page again) Printed by the Ministry of Economy Central Standards Bureau Employee Consumer Cooperative Printed by the Ministry of Economics Central Standards Bureau Employee Consumer Cooperative A7 B7 5 Description of invention (22), the rules of its inference are changed by means of M correction. [Explanation of inference], The following will explain in detail the inference of cash use funds (reserves) in other embodiments described above. FIG. 8 is an illustration of inference, Used to express inferences about a cash corner, where there are multiple automatic trading machines 11, 12--, and cash controlled by the remote control device 15 is used by the robot 13 to each automatic trading machine 11, 12- --- Execution of cash replenishment or recovery. In the above cash angle, the purpose of inferring (forecasting) the amount of cash used (reserves) is to support the staff m ^ ^. In order to make the use of funds more efficient, one irrrr- ---- *, the inference (prediction) is the K cash angle unit for prediction, in addition, Μ automatic trading will 11, 12, ---- as the object, W 1 day unit prediction (inference) required cash preparation Dong (Lotus usage>, and K1 daily unit prediction (inference)) The initial loading of each of the automatic trading machines 11, 12 ----. Figure 9 illustrates the use of the management system to infer (predict) the amount of cash used (reserves), to wheel out its predicted value, the staff set cash according to the predicted value, and use the automatic trading machine 11, 12, --- -, After the application, adjust its system according to its actual performance data. During this adjustment, the prediction accuracy is monitored and its rules are changed according to the monitoring. The system is adjusted and used for learning in the next system, and the learning K is used to improve the prediction accuracy (inference accuracy). Figure 10 shows an inferred explanatory diagram of the amount of cash lotus in a cash corner. The amount of cash used (reserve) is composed of the predicted value of cash release and the margin of use. That is, -24- This paper scale is applicable to the Chinese national standard (CNS > Α4 specification (210X297 mm) --------- 1, installation ------ order ------ ( Please read the precautions on the back first and then fill out this page) Α7 Β7 Printed by the Employee Consumer Cooperative of the Central Standards Bureau of the Ministry of Economy V. Invention Instructions (23) Cash Utilization (reserve) = cash release forecast + operating margin For example, In the case of K banknotes as cash, the amount of cash used (reserve) = the predicted value of the number of bills released + the margin of operation. Among them, the predicted value of the number of bills released (or the predicted value of cash release) is the predicted number of bills released , The number of bills released is the number of bills released = number of withdrawals-the number of deposits will cause paper and cash (cash) shortage in the case of continuous mine withdrawals. Number of banknotes (Yu Yu · Anxiety). Figure 11 is a manual indicating the inferred content of cash usage (reserve) with Κ, which is operated through automatic transactions 11 and 12 ----, and the actual performance data is collected in the data collection Department 51, using M to record it in the real case 52, then, The learning section 53 monitors the prediction accuracy and adjusts its rule changes, learns the rules (fuzzy rules) of the shop in accordance with the past performance data, and records the rules obtained by the learning in the rule file 54. The release number prediction section 55 follows the rules The rules of file 54 infer the number of bills to be released, and use M to infer the total number of bills to be released (predicted value of bills issued, or predicted release of rules), and use marginal correction unit 56 to correct the predicted number of issued notes. That is, as shown in FIG. 7, because there is the above cash balance, M uses the cash balance to correct the predicted number of released sheets (corresponding to the inference result in FIG. 7), and calculates as shown in FIG. 7 with M Correct the amount of cash required. The amount of cash required (required amount) calculated in the above manner is output to the staff, (please read the precautions on the back before filling this page). Pack. Order

U 本紙張尺度適用中國國家標準（CNS > Α4規格（210Χ297公釐） A7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明（24 ) 行員安排現金，將其裝填到自動出納裝置14和現金運用 機器人13,藉W執行各個自、動交易機11, 12----之初期 裝填。 另一方面，在初期裝填張數預測部57,依照被記錄在 實績檔案52之過去之實績資料，將各號機別之初期裝填 張數輪出到現金運用機器人13,該櫬器人13依照其各號 櫬別之初期裝填張數將紙幣裝填到各個自動交易機11, 12----° 圖12是表示自動交易機11, 12----之個別之条統組入 之說明圖，利用上述圖11之推論，將各個店舖之所推論 出之現金運用量（準備金）輸入到各個店舖之個別系統61 時，就在運用量推論部62之推論/推論控制部63核對該 現金運用量（準備金）中之紙幣放出張數預測值（現金放 出預測值），和在運用邊際補正部64核對該運用邊際。 在上述之推論/推論控制部63之推論控制部65具備有 :店舖蓮用規則檔案66,用來對Μ店舖特性設定之店舖 運用規則進行建檔；預測資料檔案67,用來對所推論出 之預測資料進行建檔；實績資料檔案68,用來對交易之 實績資料進行建檔；和推論部69,另外，被輸入之紙幣 放出張數預測值（琨金放出預測值），依照店舖用規則和 預測資料及實績資料被更進一步的推論藉Μ提高其精度 ,將被補正後之預測值（推論值）建檔在預測資料檔案， 同時將該紙幣放出張數預測值（規金放出預測值，或圖 7所示之實際值之補正規金需要量）輸人到運用金輸出 -26- 本紙張尺度適用中國國家標準（CNS ) Α4規格（210X297公嫠） (請先閱讀背面之注意事項再填寫本頁) -裝·U This paper scale is applicable to the Chinese national standard (CNS> Α4 specification (210Χ297 mm) A7 B7 Printed by the employee consumer cooperative of the Central Standards Bureau of the Ministry of Economic Affairs 5. Invention description (24) The staff arranges cash and loads it into the automatic teller device 14 With the cash operation robot 13, the initial loading of each automatic transaction machine 11, 12 ---- is performed by W. On the other hand, the initial loading number forecasting section 57, according to the past performance recorded in the performance file 52 Information, the number of initial loading sheets of each number type is rounded out to the cash application robot 13, and the player 13 loads paper money to each automatic transaction machine according to the number of initial loading sheets of each number type 11, 12 --- -° Figure 12 is an explanatory diagram showing the individual integration of automated trading machines 11, 12 ----, using the inferences in Figure 11 above, input the inferred cash usage (reserve) of each store When arriving at the individual system 61 of each store, the inference / inference control unit 63 of the operation amount inference unit 62 checks the predicted value of the number of bills released in the cash operation amount (reserve) (predicted value of cash release) and Marginal correction The department 64 checks the margin of operation. The inference control unit 65 of the above-mentioned inference / inference control unit 63 is provided with: a rule file 66 for the shop lotus, which is used to archive the store operation rules set by the shop characteristics; a prediction data file 67 , Used to file the inferred prediction data; actual performance data file 68, used to archive the transaction actual performance data; and the inference department 69, in addition, the predicted value of the number of issued banknotes released (Kunjin release) Predicted value), according to store rules and prediction data and actual performance data, it is further inferred to increase its accuracy, and the corrected predicted value (inferred value) is filed in the predicted data file, and the paper currency is released at the same time. Predicted value (predicted value released by the regulation fund, or the actual value shown in Figure 7 to supplement the regular gold requirement) input to the use of gold output -26- This paper scale is applicable to the Chinese National Standard (CNS) Α4 specification (210X297 public daughter) (Please read the precautions on the back before filling this page)

*tT μ a 經濟部中央標準局員工消費合作社印製 A7 B7 五、發明説明（25 ) 部70。 又在該蓮用金輸出部70裨输入有來自運用邊際補正部 64之運用邊際檔案71之運用邊際，然後從該運用金輸出 部70輸出由紙幣放出張數預测值（現金放出預測值張數） 和運用邊際相加後之紙幣蓮用張數。 又將上述之運用金輸出部70之紙幣蓮用張數輸入到機 器別紀幣分配部72,在該部72亦被輪入有實續資料68之 各個衡器之實績資料，機器別紙幣分配張數被分配而輸 出到各個自動交易機11, 12----。 再於，推論部/推論控制部63之預測資料檔案67各實 績資料檔案68之預測資料和實績資料乃一起輸出到圖形 輸出部73和警報输出部74,圖形输出部73K圖形输出預 測資料和實續資料，當預測資料和實績資料有偏差產生 紙幣短缺時，警報輸出部74就輸出警報。 又交易資料收集部75收集來自各個自動交易機11, 12 ----之交易資料，將其記錄在上述之實績資料擋案68, 〜又該實鯖資料輸入到上述之運用邊際補正部64之補正功 能部76,對理用邊際執行補正，藉以提高其精度。 〔運用邊際量之算出方法（補正方法）之說明〕 如上述之圖10所說明者，現金運用量（準備金）是現金 放出預測值和運用邊際量相加之量，亦即 琨金運用量（準備金）=現金放出預測值+運用邊際 ，運用邊際之量為 運用邊際=現金運用量（準備金）-現金放出預測值 -27- 本紙張尺度適用中國國家標準（CNS > A4規格（210X297公釐） —.1— —II V .裝 I II 訂 n — ^ (請先閱讀背面之注意事項再填寫本頁) A7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明（26) 1 1 9 換 之 » 如圖40所示 > 現 金 運 用 量 (準備金）之具體例 1 1 1 是 随 著 從 補 充 之 現 金 準 備 晕 中 進 行 提 款 使 現 金 成 為 最 少 1 1 餘 額 時 從 現 金 之 最 大 差 減 去 放 出 量 (現金放出預測值） —S 請 1 先 1 所 得 之 值 作 為 運 用 邊 際 〇 閲 讀 1 背 1 蓮 用 邊 際 = 最 大 差 — 放 出 量 之 1 因 此 * 運 用 邊 際 量 之 算 出 是 首 先 算 出 上 述 之 放 出 量 之 注 意 1 事 1 推 論 值 (現金放出預測值） 〇 另 外 9 該 放 出 預 測 值 為 如 圖 項 再 1 填 11 • 圖 12所說明者 〇 寫 本 裝 其 次 f 根 據 實 續 資 料 算 出 上 述 之 最 大 差 和 其 上 限 值 〇 頁 1 I 然 而 • 利用該等規金放出預測值和最大差上限 值 算 出 1 I 運 用 邊 際 量 之 上 限 值 〇 亦 即 9 1 1 運 用 邊 際 量 上 限 值 = 大 差 上 限 值 - 現 金 放 出 預 測 值 1 訂 1 I 其 中 t 上 述 之 各 個 上 限 值 之 算 出 方 法 可 使 用 單 纯 之 實 績 資 料 之 最 大 值 » 亦 可 Μ 使 用 固 定 值 9 再 者 9 亦 可 Μ 1 1 根 據 實 績 資 料 使 用 推 論 方 式 〇 1 1 再 於 9 最 大 差 之 上 限 值 之 意 義 是 指 定 期 間 所 需 之 規 金 1 |一 L 量 之 上 限 值 〇 1 圖4 1表示 由 於 蓮 用 邊 際 之 補 正 而 產 生 之 變 動 〇 使 用 運 1 I 用 邊 際 之 現 金 運 用 量 (準備金， 例如1 曰間） 之 算 出 Μ 1 1 現 金 運 用 量 (準備金）= 琨 金 放 出 預 測 值 + 運 用 邊 際 上 1 1 限 值 1 I 作 為 基 本 式 * 但 是 * 以 下 列 條 件 對 該 基 本 式 進 行 補 正 〇 1 1 亦 即 y 在 規 金 放 出 預 測 值 很 小 時 9 在圖41之 傾 斜 線 部 1 1 份 (a ) 之 情 況 » 1 1 -28- 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） A7 B7 SG4244 五、發明説明（27 ) 現金放出預測值各最大差上限值-運用邊際上限值， 這時以上述之基本式算出運用邊際。 (請先閲讀背面之注意事項再填寫本頁) 但是當 最大差上限值運用邊際上限值<現金放出預測值S 最大差上限值 時，亦即，圖41之水平實線部份（b)時，則變成 規金運用量（準備金）=最大差上限值 .運用邊際依照現金放出預测值進行變動（補正）。 另外，當 最大差上限值 <現金放出預測值 時，亦即，在圖41之傾斜線部份（c)時，變成 現金捶用量（準備金）=規金放出預測值 蓮用邊際可以以零處理。 其结果是依照規金放出預測值補正運用邊際，可以只 使圖36之斜線部份之理用邊際量減少，藉以提高現金之 運用效率。 經濟部中央標準局員工消費合作社印製 圖13表示紙幣放出張數預测值（現金放出預測值張數） 之推論演算和學習功能之說明圖，日曆處理功能部81可 K設定日期，規則變更部8 2可以設定推論用之模糊規則 ,在初期設定部83可K設定裝填初期值。 當利用上述之日曆處理功能部81設定特別日（例如， 賽馬，賽車，或拍賣金等之很多人集合之舉辦日等）時 ,在該特別日Μ其對應之特別日規則84推論紙幣放出張 數預測值（現金放出預測值張數）。 -29- 本紙張尺度適用中國國家標準（CNS ) A4*#· ( 2丨0Χ297公釐） 經濟部中央橾準局員工消費合作社印製 Α7 Β7 五、發明説明（28) 另外，當上述之日曆處理功能部81設定平日和變動曰 (例如，發薪日，週末，五日，十日，月初，月底，年 v 初，年底等）Μ及週六，週日時，就分別Κ對應之通用 規則84推論，另外；在規則亦附加輕重的進行推論。 利用上述之通用規則85所推論出紙幣放出張數預測值 在等鈒決定部86決定其等鈒，在等鈒值設定部87設定對 應到各個等鈒之紙幣放出張數，在放出金預測部88輸出 依照所決定之等級和其等级值，以及依照來自初期設定 部83之初期裝填張数所決定之紙幣放出張數，另外，對 於來自上述之特別日規則84之推論，亦與上述者同樣， 輪出依照來自初期設定部83之初期設定張數所決定之紙 幣放出張数。 當Μ上述方式推論之紙幣放出張数進行運作時，來自 自動交易機11, 12----之實績資料被收集在實績資料部 89,從等級值選擇器90中抽出等级值，對其進行學習藉 Μ更新等级值設定部87之等级值，另外，輕重選擇器92 是從實績資料中抽出規則輕重，對其進行學習藉Μ更新 通用規則8 5之規則輕重。 〔具有等级之說明〕 對於上述之等级決定部86和等级值設定部87中之等级 ，下面說明3個等级之情況。 紙幣需要量之輸出範圍為0〜1000張，* tT μ a Printed by the Employees Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs A7 B7 V. Invention Description (25) Department 70. In addition, the operation margin of the operation margin file 71 from the operation margin correction unit 64 is input to the lotus gold output unit 70, and then the predicted value of the number of bills released from the banknote (the cash release forecast value sheet) is output from the operation gold output unit 70. Number) and the number of notes used after the marginal addition. In addition, the number of paper currency lotus sheets using the gold output unit 70 described above is input to the machine-specific currency distributing unit 72, where the actual performance data of each weighing instrument with continuous data 68 is also entered, and the machine-specific paper currency distributing sheets The number is distributed and output to each automated trading machine 11, 12 ----. Furthermore, the prediction data file 67 of the inference section / inference control section 63 and the prediction data and actual performance data of each actual performance data file 68 are output together to the graphic output section 73 and the alarm output section 74, and the graphic output section 73K graphically outputs the prediction data and actual data According to the continued data, when there is a discrepancy between the forecast data and the actual performance data and a bill shortage occurs, the alarm output unit 74 outputs an alarm. In addition, the transaction data collection section 75 collects transaction data from each of the automated trading machines 11, 12 ---- and records it in the above-mentioned actual performance data file 68, and then inputs the actual mackerel data into the above-mentioned operation margin correction section 64 The correction function section 76 performs correction on the rational margin to improve its accuracy. [Explanation of the calculation method (correction method) of the marginal amount of use] As explained in Figure 10 above, the amount of cash used (reserve) is the sum of the predicted value of cash release and the marginal amount of use, that is, the amount of money used (Reserve) = predicted value of cash release + margin of operation, the margin of use is the margin of use = margin of use of cash (reserve)-predicted value of cash release -27- This paper scale applies China National Standards (CNS > A4 specification ( 210X297 mm) —.1— —II V .Install I II Order n — ^ (Please read the notes on the back before filling this page) A7 B7 Printed by the Consumer Cooperative of the Central Standards Bureau of the Ministry of Economy V. Invention Instructions (26 ) 1 1 9 in exchange »As shown in Fig. 40 > Specific example of the amount of cash used (reserve) 1 1 1 is the withdrawal of cash when the balance is at least 1 1 as the withdrawal is made from the supplementary cash reserve Minus the maximum difference minus the release amount (the predicted value of cash release) —S Please use the value obtained by 1 first 1 as the operating margin. Read 1 Back 1 Lotus margin = maximum difference-1 of the release amount. Therefore * The calculation of the margin is the first calculation of the above release amount. 1 Event 1 Inferred value (predicted value of cash release) ○ In addition 9 The predicted value of release As shown in the figure, fill in 1 and fill in 11. • Explained in Figure 12. The copy is installed next. F Calculate the above-mentioned maximum difference and its upper limit based on the actual data. Page 1 I However • Use these regulations to release the predicted value and the maximum difference Calculate the limit value 1 I Use the upper limit value of the marginal quantity 〇 That is 9 1 1 Use the upper limit value of the marginal quantity = upper limit value of the large difference-the cash outflow forecast value 1 Set 1 I where t The calculation method of each upper limit value above can be Use the maximum value of pure performance data »You can also use a fixed value of 9 or 9 or M 1 1 Use the push based on the performance data On the way 〇1 1 and then the upper limit of the maximum difference of 9 means the required amount of money for the specified period 1 | the upper limit of the amount of L 〇1 Figure 4 1 shows the change due to the correction of the margin of the lotus. Use operation 1 I Use marginal cash utilization (reserve, for example, 1 day) to calculate Μ 1 1 Cash utilization (reserve) = Kunjin release forecast value + use margin 1 1 limit 1 I as the basic formula * But * The basic formula is corrected under the following conditions. 1 1, that is, y has a very small predicted value when the rule is released. 9 In the case of the inclined line part 1 (a) of Figure 41 »1 1 -28- 1 1 1 This paper scale applies the Chinese National Standard (CNS) A4 specification (210X297 mm) A7 B7 SG4244 V. Description of the invention (27) The upper limit of the maximum difference of the cash release forecast value-the use of the upper limit of the margin, in this case based on the above basic Use the formula to calculate the margin of use. (Please read the precautions on the back before filling in this page) However, when the maximum difference upper limit value uses the marginal upper limit value < cash release forecast value S maximum difference upper limit value, that is, the horizontal solid line portion of FIG. 41 (B), it will become the amount of regulation utilization (reserve) = the upper limit of the maximum difference. The operation margin will be changed according to the predicted value of cash release (correction). In addition, when the maximum difference upper limit value < cash release forecast value, that is, in the oblique line part (c) of FIG. 41, it becomes the amount of cash beat (reserve) = regulation deposit release forecast value. Treat with zero. As a result, the operational margin is corrected in accordance with the release of the predicted value of the regulation, and the rational margin of the diagonal line in Figure 36 can be reduced, thereby improving the efficiency of cash utilization. Printed by the Ministry of Economic Affairs, Central Bureau of Standards, Employee Consumer Cooperative. Figure 13 is an explanatory diagram showing the inference calculation and learning function of the predicted value of the number of bills released (the number of cash outsets). The calendar processing function 81 can set the date and change the rules. The part 82 can set fuzzy rules for inference, and the initial setting part 83 can set the initial filling value. When a special day is set by the calendar processing function 81 described above (for example, a race day where many people gather such as horse racing, racing, or auction gold, etc.), the corresponding special day rule 84 on the special day and the corresponding special day rule 84 deduces the paper money Number forecast value (the number of cash release forecast values). -29- This paper scale is applicable to the Chinese National Standard (CNS) A4 * # · (2 丨 0Χ297mm) Printed by the Ministry of Economic Affairs, Central Bureau of Accreditation and Employee Consumer Cooperatives Α7 Β7 V. Invention description (28) In addition, the above calendar The processing function section 81 sets weekdays and change days (for example, payday, weekend, fifth day, tenth day, beginning of month, end of month, beginning of year v, end of year, etc.), and general rules corresponding to K on Saturday and Sunday 84 Inference, in addition; inferences are also attached to the rules. Using the above general rule 85 to infer, the predicted value of the number of issued banknotes is determined by the wait-and-see determination unit 86, and the wait-and-see value setting unit 87 sets the number of issued banknotes corresponding to each wait-and-see, and in the released gold prediction unit 88 outputs the number of bills to be released according to the determined level and its level value, and the number of bills to be released according to the number of initial refills from the initial setting section 83. In addition, the deduction from the special day rule 84 mentioned above is also the same as above , The roll-out number is the number of bills to be released according to the initial set number from the initial setting unit 83. When the number of bills inferred by the above method is operated, the actual performance data from the automated trading machines 11, 12 ---- are collected in the actual performance data section 89, and the level value is extracted from the level value selector 90 to perform The level value setting unit 87 learns to update the level value of the setting value 87. In addition, the weight selector 92 extracts the rule weight from the actual performance data and learns to update the rule weight of the general rule 85 by learning. [Explanation with Levels] For the levels in the above-mentioned level determination unit 86 and level value setting unit 87, the case of three levels will be described below. The output range of the required amount of banknotes is 0 ~ 1000 sheets,

需要量為0 Μ上1000張Μ下時， 等级L 1000張>乂上5000張W下時， 等级Μ 本紙張尺度適用中國國家橾準（CNS ) Α4規格（210Χ297公釐） (請先閱讀背面之注意事項再填寫本頁) 裝· 訂 五、發明説明（29 ) A7 B7 5000張Μ上10000張以下時， 等级Η 使用圖14所示之從靨度函數和以下之模糊規則，實行 模 糊 推 論 » 求 各 涸 等 级 之適合 度< > 亦 即 費 IF 月 初 = Η THEN 等 级= L IF 月 初 = Η THEN 等 级= Μ IF 發 薪 .日 = 正 .> Λ. 刖 THEN 等 鈒= L IF 發 薪 曰 = 一 致 THEN 等 级= Η IF 發 薪 B = 正 後 THEN 等 級= Η IF 月 底 = Η THEN 等 级= Η IF 月 底 = Μ THEN 等 級= Μ 利 用 此 種 横 糊 規 則 選 擇各個 等级適 合 度 成 為 最 大 之 等 级 9 在 逋 合 度 為 最 大 之 等级有 多個存 在 之 情 況 時 > 就 選 擇 需 要 量 較 多 之 等 级 〇 使用被 選擇之 等 级 和 對 應 到 各 個 等 级 之 等 級 值 之 最 大 值 作為輸 出( > 依 此 方 式 當 以 等 级 輸出推 論結果 時 9 所 具 有 之 效 果 是 即 使 在 實 績 資 料 之 不 均衡情 況很大 時 » 或 是 樣 本 資 料 很少之情況時，亦可Μ進行有效之推論。 '裝 訂 ^.^ (請先閲讀背面之注意事項再填寫本頁) 經濟部中央標準局員工消費合作社印製When the required quantity is 0 Μ up to 1000 sheets Μ down, grade L 1000 sheets> up to 5000 sheets W down, grade Μ This paper standard is applicable to China National Standard (CNS) Α4 specification (210Χ297 mm) (please read first Note on the back and then fill out this page) Binding · Book 5. Invention description (29) A7 B7 When 5000 sheets M to 10000 sheets or less, the rank H is fuzzy using the following function shown in Figure 14 and the following fuzzy rules Corollary »Find the suitability of each level of < > that is, fee IF at the beginning of the month = Η THEN level = L IF at the beginning of the month = Η THEN level = Μ IF pay. Day = positive. ≫ Λ. THEN etc. 戒 = L IF salary = = uniform THEN level = Η IF salary B = positive THEN level = Η IF month end = Η THEN level = Η IF month end = Μ THEN level = Μ Use this horizontal rule to choose each level of suitability to become the largest Level 9 When there are multiple levels with the highest level of matching, then Select the level that requires more. Use the maximum value of the selected level and the level value corresponding to each level as the output (> In this way, when the inference results are output by level, 9 has the effect of even the actual performance data. When the imbalance is large »or when the sample data is small, you can also make effective inferences. 'Binding ^. ^ (Please read the precautions on the back before filling this page) Employee consumption of the Central Bureau of Standards Printed by cooperatives

量 湏 。中要(S 重間需 則 輕期績 規 則定實 之 規一之 義 和去時 意 圍過況 有 1 範之情 之 明之定鈒 中 說鈒設等 群 之等先一 則 習個預同 規 學各在 Κ 用 之習是1)通 m日 重學值 用 輕量大 W 採 則要最 t 是 規需之^3重 和績级 。輕 值實等 值之 级據個5fD大刖 等根各!$t最規 : 例L 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） 經濟部中央揉準局員工消費合作社印製 A7 _B7 五、發明説明（3〇 ) 测正；^率高之規則）。亦即，使過去一定期間中之資料 $ 暫時的適用於全部之通用缉則，將預測需要量和實績箱 要量進行比較，求各個通用規則之預測正常率。 各個預测正當率是在推論部69使用預先設定之臨界值 以上之規則。又設有考慮到全部情況時之通用規則。 依照上述之方式，根據實績學習等级和規則輕重，不 需要特別之初期設定。又具有可以追随瑁境之變化之效 果° 〔危瞼率之說明〕 危瞼率是超過預測需要量，實際上產生需要之機率. 依照規金短缺之發生率輸出需要量之預测结果。 在推論_ 69使用機率式推論法，所使用之式如[數1 ] 所示。 [數1] jpi (x)dx = 1 …..式Ί jp(x)dx = 1 式2 〇〇Volume. In the middle of the (S heavy time needs, lighter performance rules, the definition of the rules and the meaning of the past and the past, there is a model of the situation, there is a clear sense of the rule. The practice used in K is 1) the value of weight is large and the weight of W is the most important thing in the day. The most important thing is the required value and grade. Lightweight real equivalent grades are based on a 5fD size and so on! $ T is the most standard: Example L This paper size is applicable to the Chinese National Standard (CNS) A4 specification (210X297 mm). Printed by the Employee Consumer Cooperative of the Central Bureau of Economic Development of the Ministry of Economic Affairs. System A7 _B7 5. Description of the invention (3〇) Correction; ^ High rate rules). That is, to make the data $ in a certain period in the past temporarily applicable to all the general rules, compare the predicted requirements with the actual box requirements, and find the predicted normal rate of each general rule. Each prediction validity rate is a rule that the inference unit 69 uses a predetermined threshold value or more. There are also general rules that take into account all circumstances. According to the above method, according to the actual learning level and rules, no special initial setting is required. It also has the effect that it can follow the change of the circumstance. ° [Explanation of the dangerous eyelid rate] The dangerous eyelid rate is the probability of exceeding the predicted demand and actually generating the demand. The predicted result of the demand is output according to the occurrence rate of the shortage of regulations. Inference_69 uses the probabilistic inference method, which is shown in [Number 1]. [Number 1] jpi (x) dx = 1… .. Formula Ί jp (x) dx = 1 Formula 2 〇〇

Jp(x)dx …·· K3 xo 依照各種之要因i假設需要量空間（X)中之機率密度 分布Ρί(Χ)。但是，積分使用上述之式1 。 本紙張尺度適用中國國家標準（CNS ) Α4規格（210Χ297公釐） (請先閱讀背面之注意事項再填寫本頁) 訂Jp (x) dx ... K3 xo assumes the probability density distribution Ρί (Χ) in the required space (X) according to various factors i. However, the integral uses the above formula 1. The size of this paper is applicable to the Chinese National Standard (CNS) Α4 specification (210Χ297mm) (please read the precautions on the back before filling this page)

L 經濟部中央標準局員工消費合作社印製L Printed by the Staff Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs

横任示 預準保 機 彡要 用擇表 握欲 ΜΜ使7>概 使選， 把所可 ，，W 之 ，者ΧΟ者定是x)fe)f式 yf\ 数s 示用量 用決果 PW 方 所使要.使M效。布㈣，動 ^00 ϋ可之率變 Τ · 0 來者得生度⑽“之 之示預 用用獲發密量 _ 量 15顯過 ，使所之率要㈣要 圖者超。者後式缺櫬需^需 如用3W 用然方短之测^測 形使式 Μ 使，種金ftsi! 實 險 i 圓對之 給係這現要之 X 之 之形述ί 示闞用之需點 ^點 X)圖上率顬之利望之間^間 ρ(之，機時率，希述時1^時 布X)時之同險量所上ti? 個 分 PXO要亦危要者明示II各 度軸量需率和需用說表 Μ 示 密縱要際險量測使將X1U 表 率，需實危要預有面數 Ϊ16 機 X 之生該需之具下變xi圖 軸意產 測備證 率 IM A7 B7 五、發明説明（31 ) 對於各個機率密度分布P丨（X),使用模糊推論用K求 得規則之輕重w i。 這時之預測需要量是需要量空間（X)中之機率密度分 布 P (X ) , Μ Ρ (χ) =Σβί P i (Χ) i ............式4 求得。但是，積分使用上述之式2 。 再於，在說明危險率和需要量之關係時，如圖17所示 ,MxO表示ti時間點之使用者所希望之現金量，假如ti 時間點之實測需要量xi(2)多於使用者所希望之現金量 χΟ時，就發生現金短缺（紙幣短缺）。 再者，當MP(xi>xO)表示ti時間點之現金短缺率（危 -33- 本紙張尺度適用中國國家標準（CNS ) Α4規格（210Χ297公釐） I n 訂 ί ^ (請先閲讀背面之注意事項再填寫本頁) 經濟部中央橾準局員工消費合作社印製 A7 _B7_ 五、發明説明（32 ) 瞼率）時，可以利用[數2 ]之式5求得與使用者所希望 之現金量xO對應之現金短缺率（危險率）。 [數2 ] 0〇 P(x\ > xo) = j^(xOdxi …·· xt'5The horizontal display shows that the pre-guaranteed machine must use the selection table to hold the MM to make 7> general selection, choose what you can, W, whichever is ΧΟ must be x) fe) f formula yf \ number s shows the amount of use What the PW party wants. Make M effective. Cloth ㈣, moving ^ 00 ϋ The rate of change becomes T · 0. The comer's livelihood ⑽ "indicates that the pre-use of the use of the amount of secrets _ amount 15 has been shown, so that the rate must be higher than the person who wants the picture. The type lacks the need ^ need to use 3W to measure the square short ^ measure the shape to make the type Μ, use the gold ftsi! The real risk i round is given to the form of the X that is now required. Point ^ point X) on the graph between the interest of the interest rate ^ between ρ (the time, the probability, the time when the description of 1 ^ time cloth X) when the same risk amount on the ti? Points PXO is also critical Explicitly show the measurement and demand rate of each axis of the degree II and the use of the statement table M. The measurement of the vertical and horizontal risks requires the use of the X1U meter rate. It is necessary to have the number of faces. The life of the machine X needs to be changed. Production test certification rate IM A7 B7 V. Description of the invention (31) For each probability density distribution P (X), use fuzzy inference to obtain the weight of the rule wi with K. The predicted demand at this time is the required space (X) The probability density distribution P (X), Μ Ρ (χ) = Σβί P i (Χ) i ............ is obtained by Equation 4. However, the integral is obtained by Equation 2 above. In describing the relationship between the risk rate and the required quantity, as shown in Figure 17, the MxO table The cash amount desired by the user at the ti time point, if the measured demand amount xi (2) at the ti time point is greater than the cash amount χ Ο desired by the user, a cash shortage (banknote shortage) occurs. Furthermore, when MP (xi > xO) indicates the cash shortage rate at the time of ti (Danger-33- This paper scale is applicable to the Chinese National Standard (CNS) Α4 specification (210Χ297mm) I n 編 ^ (Please read the precautions on the back before filling in This page) When the A7 _B7_ is printed by the Employee Consumer Cooperative of the Central Department of Economic Affairs of the Ministry of Economic Affairs (V), the invention description (32) eyelid rate), you can use Equation 5 of [Number 2] to find the amount corresponding to the user's desired amount of cash xO The cash shortage rate (risk rate). [Number 2] 0〇P (x \> xo) = j ^ (xOdxi… · xt'5

XO 因此，當使用者設定任意之所希望之需要量xO時，因 為可以直接計算與其對應之現金短缺率（危險率），和可 Μ同時將其顯示在畫面上，所Μ使用者可K把握預測需 要量和危瞼率之關係，具有可Μ決定所欲準備之預測量 之效果。 另外，圖18表示當使用者選擇任意之所希望之需要量 χΟ時之危險率10%。此危險率10%係表示10次中Ml次 之比率發生現金短缺之意。 上述之危險率之應用有2種。 其1是將預測需要量之危險率通知使用者， 其2是Μ危險率補正該預測需要量。 如圖19所示，例如 預測需要量 1500萬圓 算出危險率 5% 當將預測需要量設定為1 500萬圓時，算出其危險率為5% ，並顯示於晝面上。假如由使用者將其變更補正成3%時 ，使用上述之式5可Μ算出預測需要量為2300萬圓。 〔檷記之設定之說明〕 本紙張尺度適用中國國家標準（CNS ) Α4規格（210X297公釐） (請先閱讀背面之注意事項再填寫本頁) 裝. ,11 A7 B7 經濟部中央標準局員工消費合作社印裝 五、發明説明（33) 1 1 當 製 作 依 據 具 有 單 鈍 Η 期 之 推 論 知 識 费 和 具 有 該 曰 期 1 1 I 之 意 義 產 生 對 應 之 變 化 情 況 時 » 推 論 知 m 需 要 大 量 的 修 1 1 正 又 Η 曆 之 設 定 亦 需 要 非 常 多 之 勞 力 ο 請 先 1 1 其 中 9 假 如 Β 期 之 意 義 能 夠 當 作 標 記 (模糊值）的加以 Μ 讀 1 背 1 設 定 時 $ 則 可 Μ 解 決 此 等 問 題 $ B 曆 之 設 定 m 成 很 簡 單 之 1 t 例 如 $ 如騸20所示 • 每 曰 25曰 為 發 薪 曰 之 標 記 是 在 顯 意 1 事 1 示器19顯示檷記No 1 * 將其當作設定事項以輪入鐽23執 項 再 填 1 行 输 入 Ο 可 Μ 將 顯 示 部 份 之 厂 檷 記 J 設 定 1 為 文 字 輸 入 * 寫 本 裝 厂 遇 期 單 位 J 設 定 為 選 擇 輸 入 f 將 厂 週 期 J 和 厂 起 始 曰J 頁 1 1 設 定 為 文 字 輸 入 〇 1 I 依 照 這 種 方 式 # 當 Μ 標 記 作 為 基 本 之 推 論 知 識 資 料 時 1 1 参 推 論 知 識 可 Η 很 容 易 的 瞭 解 9 又 對 於 周 邊 環 境 或 社 會 1 訂 1 | 製 度 的 一 些 變 化 ♦ 所 具 有 之 效 果 是 經 由 變 更 所 設 定 > Μ 不 浪 費 前 之 學 習 结 果 加 Μ 利 用 之 效 果 〇 1 1 C 預 测 值 之 上 限 值 畢 下 限 值 之 說 明 1 1 在 預 測 實 際 之 需 要 量 之 情 況 時 因 為 所 準 備 之 現 金 有 1 - 限 所 預 測 量 不 能 Μ 其 原 有 的 加 Μ 使 用 〇 因 此 經 由 Ϊ 1 預 測 值 設 定 上 限 值 • 下 限 值 可 Μ 使 預 測 结 果 (推論结 1 I 果 ) 之 利 用 不 會 超 過 上 • 下 限 f 另 外 » 當 超 過 上 • 下 限 1 1 時 9 使 用 者 有 可 加 Μ 認 識 之 效 果 〇 1 1 圖2 1表示 用 Κ 控 制 上 限 • 下 限 之 構 造 > 在推論部69連 1 | 接 上 下 限 處 理 部101 * 利 用 該部101 設 定 由 推論部6 9所 1 1 預 測 之 預 測 值 之 上 限 值 和 下 限 值 » 同 時 在 上 述 之 預 測 值 1 1 超 過 上 下 限 之 情 況 時 9 就 進 行 演 算 使 其 不 超 過 該 值 〇 又 1 1 -35- 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） 經濟部中央樣準局員工消費合作社印製 Α7 Β7 五、發明説明（34 ) 在上述之上下限處理部101連接有上下限記憶部102和 顯示器19,和上下限記憶部102與顯示器19亦互相連接 0 下面將參照圖22用來說明該上下限處理部101之處理 動作，在該上下限處理部101預先設定該預測值之上限 值和下限值（步驟r»21),當輪入來自推論剖69之推論结 果之預測值時，就判定該預測值是否大於上限值（步驟 n22),當預測值超過上限值時，就如匾23所示的將預 测結果（上限值）和超過上限值之量顯示在顯示器13(步 驟 η 2 3 ).。 當上述步驟η22之判定结果是沒有超過上限值時，就 判定預測值是否小於下限值（步驟η24),當預测值超過 下限值時，就將預測结果（下限值）和超過下限值之量顳 示在顯示器19(步驟π25)。 但是，當上述步驟η24之判定結果是沒有超過下限值 時，就將預測結果之預.測值顯示在顯示器19,於是使處 理终了。 〔將現金運用量分成放出預測值和運用邊際之說明〕 如圖10所示，現金運用量（準備金）由現金之放出預測 值和蓮用邊際所構成。 上述之放出預測值是提款-存款之差之放出量，利用 該放出量和運用邊際進行預測，具有可Μ提高預測精度 之效果。 亦即，是否連績進行提款是由使用顧客的行動來決定 本紙張尺度逋用中國國家標準（CNS ) Μ規格（210Χ297公釐） (請先閱讀背面之注意事項再填寫本頁)XO Therefore, when the user sets any desired demand xO, because the cash shortage rate (danger rate) corresponding to it can be directly calculated, and it can be displayed on the screen at the same time, all users can know The relationship between the predicted demand and the dangerous eyelid rate has the effect of determining the desired amount of preparation. In addition, FIG. 18 shows the risk rate of 10% when the user selects any desired demand χΟ. This risk rate of 10% means that there is a cash shortage at the rate of Ml out of 10 times. There are two types of application of the above risk rate. The first is to notify the user of the risk rate of the predicted demand, and the second is to correct the predicted demand by the M risk rate. As shown in Fig. 19, for example, the predicted demand is 15 million won, and the risk rate is calculated as 5%. When the predicted demand is set to 15 million won, the risk rate is calculated as 5% and displayed on the daytime. If the user corrects the change to 3%, using the above formula 5 can calculate the predicted demand of 23 million won. [Explanation of the setting of 抷 记] This paper scale is applicable to the Chinese National Standard (CNS) Α4 specification (210X297 mm) (please read the precautions on the back and then fill out this page). Installed., 11 A7 B7 Employee of Central Standards Bureau of Ministry of Economic Affairs Printed by the consumer cooperative V. Description of the invention (33) 1 1 When the production changes according to the inference knowledge fee with a single blunt H period and the meaning of the period 1 1 I »The inference knows m requires a large amount of repair 1 1 The setting of the positive and negative calendar also requires a lot of labor. Please first 1 1 of which 9 If the meaning of the period B can be used as a mark (fuzzy value), read 1 back 1 when setting $, then you can solve these problems. $ B The calendar setting m is a very simple 1 t. For example, as shown in # 20. • Every 25th is the payday. The mark is in the meaning of 1 event. 1. The display 19 shows the record of No. 1 * Treat it as Set items to enter 23 items in turn, then fill in 1 line and enter Ο Can set the display part of the factory record J to set 1 as text input * set the unit J of the period of the installation factory to set to select the input f to set the factory cycle J and the factory start date J Page 1 1 set to the text input 〇1 I according to This way # When the Μ mark is used as the basic inference knowledge data 1 1 Refer to the inference knowledge can be easily understood 9 And for the surrounding environment or society 1 Set 1 | Some changes in the system ♦ The effect is set by the change > Μ Do not waste the previous learning results plus the effect of Μ Utilization 〇 1 1 C Predicted value upper limit and lower limit description 1 1 When the actual demand is predicted because the cash prepared has 1- The predicted amount cannot be used because of the original addition of M. Therefore, the upper limit value can be set through the predicted value of Ϊ 1 • The lower limit value can make the use of the predicted result (inference result 1 I result) not Will exceed the upper and lower limits f In addition »When the upper and lower limits are exceeded 1 1 9 9 The user has the effect of adding M 〇1 1 Figure 2 1 shows the structure of controlling the upper limit and lower limit with K> In the inference department 69 even 1 | Connected to the upper and lower limit processing unit 101 * Use this unit 101 to set the upper and lower limit values of the predicted value predicted by the inference unit 6 9 1 1 at the same time when the above predicted value 1 1 exceeds the upper and lower limits 9 Calculation so that it does not exceed this value. ○ 1 1 -35- 1 1 1 This paper size is applicable to the Chinese National Standard (CNS) A4 specification (210X297 mm) Printed by the Ministry of Economic Affairs Central Sample Bureau Employee Consumer Cooperative A7 Β7 V. Invention Description (34) The upper and lower limit processing unit 101 is connected to the upper and lower limit storage unit 102 and the display 19, and the upper and lower limit storage unit 102 and the display 19 are also connected to each other. The upper and lower limit processing unit 101 will be described below with reference to FIG. 22 In the processing operation, the upper and lower limits of the predicted value are preset in the upper and lower limit processing unit 101 Value (step r »21), when the predicted value from the inference result of inference profile 69 is entered, it is determined whether the predicted value is greater than the upper limit value (step n22), and when the predicted value exceeds the upper limit value, it is like a plaque 23 shows the prediction result (upper limit value) and the amount exceeding the upper limit value on the display 13 (step η 2 3). When the judgment result of the above step η22 does not exceed the upper limit value, it is determined whether the predicted value is less than the lower limit value (step η24), and when the predicted value exceeds the lower limit value, the predicted result (lower limit value) and the The amount of the lower limit value is displayed on the display 19 (step π25). However, when the judgment result of the above step η24 does not exceed the lower limit value, the predicted value of the prediction result is displayed on the display 19, and the processing is ended. [Explanation of dividing the cash utilization amount into the release forecast value and the use margin] As shown in FIG. 10, the cash use volume (reserve) is composed of the cash release forecast value and the lotus margin. The above-mentioned release prediction value is the release amount of the withdrawal-deposit difference, and the use of the release amount and the margin of use for forecasting has the effect of improving the prediction accuracy. In other words, whether to withdraw money consecutively is determined by the actions of customers. This paper standard adopts the Chinese National Standard (CNS) M specifications (210Χ297mm) (please read the precautions on the back before filling this page)

^04244 B7 經濟部中央橾準局員工消費合作社印製 五、發明説明（35) 1 1 所 Μ 不 清 楚 〇 因 此 » — 律 學 習 該 不 濟 楚 之 運 用 邊 際 經 1 1 I 由 與 放 出 量 之 預 测 分 開 9 可 Μ 提 高 現 金 蓮 用 量 之 精 度 〇 1 1 當 然 * 分 別 的 推 論 和 學 習 上 述 之 放 出 量 和 運 用 邊 際 亦 />—Ν 請 先 1 1 可 提 高 預 測 之 精 度 〇 閲 讀 1 背 1 C 其 他 之 實 施 例 έ 之 1 圖24表示與上述之 圖 12相闢之具體之實施例 9 使 用 相 注 意 辜 1 1 同 的 符 號 表 示 相 同 之 功 能 9 而 其 詳 细 之 說 明 則 加 Μ 省 略 項 再 1 填 r 〇 寫 本 1 在 典 型 店 舖 式 檔 案 11 1 » 利 用 遠 程 裝 置 112 用 來 對 表 頁 S_^ 1 1 示 典 型 店 舖 之 多 種 型 式 之 資 料 進 行 建 擋 0 1 1 亦 即 9 為 著 使 推 論 用 規 則 基 準 通 用 化 $ 所 Μ 镭 要 對 類 1 1 似 之 店 舖 進 行 分 類 » 因 為 其 他 店 舖 DTTI 之 特 激 資 料 利 用 遠 程 1 訂 1 | 裝 置 來 獲 得 9 所 Μ 可 以 有 效 的 收 集 用 Μ 作 成 典 型 店 舖 之 資 料 > 將 收 集 结 果 所 獲 得 之 多 種 典 型 店 舖 型 式 建 擋 於 上 1 1 述 之 典 型 店 舖 型 式 檔 案 11 1 〇 1 I 當 在 規 金 運 用 量 (準備金）之設定部 110 設 定 店 舖 型 式 1 作 為 該 店 舖 固 有 之 該 現 金 運 用 量 (準備金）之初期值時 9 Μ 1 在 要 因 輕 重 產 生 部113 使 其 與 典 型 店 舖 型 式 比 較 y 藉 Η 1 I 核 對 規 則 之 輕 重 之 修 正 〇 1 1 圖25用 來 表 示 上 述 之 設 定 部 110 之 設 定 之 顯 示 » 在 店 1 1 舖 型 式 之 設 定 時 > 需 要 將 場 所 之 特 激 客 層 之 特 激 > 主 1 I 變 動 要 因 » 交 易 特 激 (紙幣張數）等 之 特 戡 項 巨 當 作 店 舖 1 1 特 性 的 輸 入 9 另 外 ♦ 該 店 舖 型 式 之 設 定 即 使 是 相 同 之 1 1 店 舖 亦 會 因 B 而 異 ♦ 所 以 要 將 各 種 設 定 全 部 記 憶 1 假 如 1 1 -3 7 - 1 1 1 本紙張尺度適用中國國家標準（tNS ) A4規格（210X297公釐） 經濟部中央橾準局員工消費合作社印裝 A7 B7 五、發明説明（36 ) 有過去之類似之日之情況時，經由指定該類似之過去之 型式，可以用來代替店舖S?式之設定。 圖26表示上述之要因輕重產生部113之處理，當输入 在設定部110被設定之店舖特性時（步驟n31),就獲得 與被建擋在典型店舖型式檔案111之典型店舖型式之匹 配（步驟η32),進行與該店舖最類似之典型型式店舖抽 出（步软η33)。然後，此種糸統自動的選擇與該店舖最 類似之店舖型式。因此具有可Μ大幅減少使用者之初期 設定之工時數之效果。 其次，使該店舖和類似店舖型式進、行比較，用來產生 初期之變動要因之規則輕重表（步驟η34),修正與類似 店舖型式不同之部份之規則輕重（步驟η35, π36),完成 規則輕重表，將其輸出到運用量系統 62之店舖運用規 則檔案66和運用邊際補正量117之蓮用邊際檔案118 。 在圖24中，推論控制部65根據被設定之店舖型式之規 刖推論準備金（現金蓮用量），將該推論所使用之推論知 〜識和其適用事例顯示在顯示部114 (對應到顯示器19), 和依照推論结果和運用邊際將準備金（現金蓮用量）預想 值輸出到準備金設定部115 ,然後，從檔案67, 68將預 測資料，實績資料輸出到預測精度監視器116 ,從準備 金輸出部70輸出被設定在準備金設定部115之準備金 (現金運用量）。 另外，在上述之實績資料檔案68被輸人有來自各個自 動交易機11, 12----之交易實績之資料，和加Μ建檔。 - 3 8 - 本紙張尺度適用中國國家標準（CNS ：h\4規格（2!0Χ297公釐) I I I I I ' ' I 訂 Μ (請先閲讀背面之注意事項再填寫本頁) 經濟部中央標準局員工消費合作社印製 A7 B7 五、發明説明（37 ) 上述之蓮用邊際補正部117根據實績對蓮用邊際進行 補正，因此將來自實績資料檔案68之運用邊際之實績資 λ 料輸入到補正功能部119藉Κ補正運用邊際，用來输出 精確度已被提高之蓮用邊際資料。 圖27表示依照上述之顯示部114 (顯示器19)之控制之 顯示，在利用該顧示部114之顯示控制中，同時顯示有 使用該推論之推黠知識（參數資訊）和其適用事例，亦即 ,有效規則知識（參數資訊）。 此種顯示事項包括有作為推論结果之準備金預測值 (紙幣張數），規則内容，規則號碼，該規則之適合度， 可靠度，利用次数，補正次數，本推論知識之遇去之適 用事例及其評價一覽，和要因輕重，過去之適用事例包 括日期/星期排行，其適合度，推論结果，補正之有無 ，有補正時之補正量，另外，要因輕重表示具有意義之 日之輕重。 經由顳示上述方式之推論所使用之推論知識（參數資 訊）和其適用事例，亦即，在被選擇之規則中，其規則 之適合度為最大者，將該規則之適合度，可靠度及該規 則之過去之適用事例等之資訊提示給使用者，使用者可 Μ判斷該預測規則之適用效果，另外，當進行補正（外 部補正）時，使用者可以對該補正具有自信，具有利用 使用者之判斷可Μ很容易改善預测精確度（準備金之設 定）之效果。 圖28表示圖24所示之追加規則知識之產生部120之處 本紙張尺度適用中國國家標準（CNS ) Α4規格（210Χ297公釐） ----------裝-- (請先閲讀背面之注意事項再填寫本頁) 、1Τ A7 B7 經濟部中央標準局員工消費合作社印裝 五、發明説明（38) 1 1 理 Ο 當 前 段 之推論控制部65之推論所使用 之 推 論 知 識 和 1 1 I 其 適 用 事 例 輸 入 到 上 述 之 追 加 規 則 知 識 之 產生部120 時 1 1 » 與 過 去 之 實 績 進 行 比 較 藉 Μ 判 定 該 推 論 是 否 偏 移 請 先 1 1 (步驟n71 n72) 〇 聞 讀 1 背 1 在 判 定 該 推 論 未 偏 移 時 » 就 將 該 推 論 為 可 靠 之 信 息 當 之 1 作 顯 示 之 信 息 的 進 行 設 定 和 輸 出 (步驟η 73) ) 注 意 1 I 事 1 但 是 9 :曾 判 定 該 推 論 具 有 m 移 時 (步驟n 7 2判定為Ν 0 ) 項 再 1 1 就 將 其 檔 在 偏 移 履 歷 檔案70 (步驟η 74) ) 寫 裝 圖29表示偏移 履歷檔案70之檔案内 容 9 該 内 容 包 含 有 頁 1 | B 期 » 要 因 項 巨 9 適 用 規 則 虢 碼 » 星 期 排 行 標 記 $ 適 合 1 I 度 > 可 靠 度 9 補 正 次 數 > 利 用 次 數 » 實 績 值 > 預 測 值 等 1 1 之 資 料 〇 1 訂 回 到 圈 28 * 利 用 上 述 之 偏 移 履 歷 擋 案 12 1 檢 索 過 去 偏 1 | 移 之 推 論 之 類 U 型 樣 (步驟η 75) 從 該 類 似 型 樣 和 該 偏 1 1 移 之 推 論 中 抽 出 特 徵 量 和 特 記 項 百 (規則） (步驟η 76 ) f 1 1 用 Μ 判 斷 偏 移 型 式 之 原 因 (步驟η 77) 〇 1 當 判 斷 上 逑 之 推 論 之 偏 移 原 因 是 預 测 知 識 之 欠 缺 時 1 (步驟η 78 ) » 就 支 援 規 則 之 產 生 9 用 Μ 補 充 欠 缺 之 知 識 1 I (步驟η 79 ) Ο 1 1 另 外 * 當 判 斷 是 知 識 之 適 用 有 誤 時 (步驟η 80 ) » 就 支 1 1 援 規 刖 之 修 正 用 以 修 正 有 誤 之 知 識 (步驟η 8 1 ) 〇 1 I 另 外 * 當 判 斷 是 使 用 有 誤 之 預 測 知 識 時 (步驟η 82 ) 9 1 1 就支援該規則 之 消 除 9 用 Μ 消 除 該 預 測 知 識 (步驟η 83) 〇 1 I 依 照 上 述 之 方 式 f 當 推 論 之 支 援 被 決 定 後 > 就 輸 出 用 1 1 -40- 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） A7 B7 五、發明説明（39 ) K表示該支援之顯示之信息。 圖30表示將上述之準備金設定部115之設定内容輸出 到顯示器19後之狀態，顯示事項包括推論结果，外部推 定補正量，推定準備金張數，和補正量修正輸入值。在 該準備金設定部115可以將使用者之人之判斷導入到系 統。 此種方式可Μ有效的防止由於複雜之變動所造成之預 测精確度之大輻降低，所具有之效果是當預测有偏移時 可Μ對其進行再設定。 圖31表示上述之補正量修正輸人或再設定之顯示，該 修正是输入要因輕重之修正，顬示被修正後之外部補正 修正量。 圖32表示上述之準備金設定部115之修正處理，當實 行上述之修正處理時，輸入來自預測精確度監視器116 之補正指示資訊，參照該資訊經由輸入鐽23來實行。在 實行外部補正時顯示圖30所示之内容（步驟η41),當指 示補正時顯示圖31所示之内容，然後輪入補正量和補正 理由（步驟η 4 2 )。 經濟部中央標準局員工消費合作社印製 (請先閲讀背面之注意事項再填寫本頁) 亦即，如圖31所示，當參照來自預測精確度監視器U6 之指示，補正輪入要因輕重時，準備金預測值就被修正 (步驟π43),顯示外部補正修正量，由使用者加Κ確認 ，在不能滿足之情況時實行再補正（轉回到步驟η42), 假如不需要修正時（步驟η44),就將該修正结果之準備 金預測值輸出到預測資料擋案67和準備金輸出部70(步 -41- 本紙張尺度適用中國國家標準（CNS ) Α4規格（210Χ297公釐） SQ4244 A7 B7 經濟部中央橾準局員工消費合作社印製 五、發明説明（40 ) 揉 η 4 5 ) 0 因此，依此方式輸出之預測值成為最後決定之準備金 〇 上述圖2 8所說明之具有規則之追加之情況如圖33所示 ，在顯示器19之補正之輸入後，進行規則追加之指示 (參照圖28之步驟η84)。 該規則追加之指示被顯示成追加規則之支援，當输入 規刖追加之實行時，如圓34所示，顯示對應到上述之追 加規刖之支援之輪入指示，當沿著該顯示追加输入規則 時，其推論就被補正。 圖35表示Μ圓形顬示預测值和實績值之監視之顯示， 經由Μ實績值監裸預測值，可以監視其精確度。 亦即，以實績值為中心，圖形顯示如同±20%之範圍 ，使預測值之監視變成很容易，當預測值有偏移時，使 用者亦可Κ把握其傾向，所具有之效果是可Μ算出使用 者之補正量。 亦即，Μ對實績值之相對誤差作為預測精確度之評價 量，Μ式6求得。 預測精確度之評價量=1實纗值-預測值1 /實績值—式6 ，進行核對是否超遇被設定之精確度值（例如士 0·2)之 範圔。 上述之外部（使用者）之補正量之算出利用下列之式7 來進行。 補正量=wl· el+w2. e2 ----式 7 -4 2 - (請先閲讀背面之注意事項再填寫本頁) 裝· 訂^ 04244 B7 Printed by the Central Consumers ’Bureau of the Ministry of Economic Affairs Employee Consumer Cooperative V. Description of the invention (35) 1 1 The M is unclear 〇 Therefore» — The law learns the inefficient use of the marginal economics 1 1 I Forecast and release Separate 9 can increase the accuracy of the amount of cash lotus. 1 1 Of course * separately infer and learn the above-mentioned release amount and margin of application / > —Ν Please first 1 1 can improve the accuracy of prediction. READ 1 Back 1 C Others Embodiment 1 FIG. 24 shows a specific embodiment 9 which is the same as the above FIG. 12. The same symbols are used to indicate the same function 9 and the detailed description is added with M. Omit the item and fill in 1 r 〇Writing book 1 In a typical store-style file 11 1 »Use the remote device 112 to create a file on the page S_ ^ 1 1 showing various types of typical stores 0 1 1 or 9 is to generalize the inference with the rule base. All the radium must classify stores that are similar to the category 1 1 »because other stores’ DTTI ’s extreme data uses remote 1 order 1 | device to obtain 9 stores. Efficient collection uses Μ to create typical store data> Create a variety of typical store types obtained from the collection results in the typical store type file 11 1 〇1 I described in the above 1 1 The setting unit 110 sets the store type 1 as the initial value of the cash usage amount (reserve) inherent in the store 9 Μ 1 When the factor generation unit 113 compares it with the typical store type y borrows Η 1 I to check the importance of the rules Amendment 〇1 1 Figure 25 is used to show the display of the setting of the setting section 110 described above »In the setting of the shop 1 1 shop style > the special excitement of the special excitement floor of the place needs to be applied > The main reason for the change of the main 1 I »Special transaction items such as special transaction (number of banknotes) are regarded as the input of the store 1 1 characteristics 9 In addition ♦ The setting of the store type even if it is the same 1 1 The store will also vary according to B ♦ Therefore, all the settings should be remembered. 1 If 1 1 -3 7-1 1 1 The paper size is applicable to the Chinese National Standard (tNS) A4 specification (210X297 mm). The Ministry of Economic Affairs, Central Bureau of Precincts, Staff Consumer Cooperative Printed A7 B7 5. Description of the invention (36) When there is a similar date in the past, by specifying the similar past type, it can be used to replace the setting of the store S type. FIG. 26 shows the processing of the above-mentioned factor weight generation unit 113. When the store characteristics set in the setting unit 110 are input (step n31), the matching with the typical store type that is blocked in the typical store type file 111 is obtained (step η32), extract the typical type of store most similar to the store (step soft η33). Then, this system automatically selects the store type that is most similar to the store. Therefore, it has the effect of greatly reducing the number of working hours initially set by the user. Secondly, make comparison and comparison between the type of the shop and similar stores, and use it to generate the rules of the initial change factor (step η34), modify the rules of the parts that are different from the similar store types (step η35, π36), complete The rule weighting table is output to the store usage rule file 66 of the operation amount system 62 and the lotus margin file 118 using the margin correction amount 117. In FIG. 24, the inference control unit 65 infers the reserve (the amount of cash lotus) according to the rules of the set store type, and displays the inference knowledge used in the inference and its applicable examples on the display unit 114 (corresponding to the display 19), and output the expected value of the reserve (cash lotus amount) to the reserve setting unit 115 according to the inference results and the application margin, and then output the forecast data and performance data from the files 67, 68 to the forecast accuracy monitor 116, from The reserve output unit 70 outputs the reserve (the amount of cash used) set in the reserve setting unit 115. In addition, in the above-mentioned performance data file 68, it is lost that there are transaction performance data from each of the automatic transaction machines 11, 12 ----, and files are added. -3 8-This paper scale is applicable to Chinese national standards (CNS: h \ 4 specifications (2! 0Χ297 mm) IIIII '' I order Μ (please read the precautions on the back before filling out this page) Employees of the Central Standards Bureau of the Ministry of Economic Affairs Printed by the consumer cooperative A7 B7 V. Description of the invention (37) The above-mentioned lotus margin correction section 117 corrects the lotus margin based on actual results, so the actual performance capital λ from the operational margin of the performance data file 68 is input to the correction function section 119 uses K to correct the operating margin to output the marginal data for lotus whose accuracy has been improved. FIG. 27 shows the display according to the control of the above-mentioned display section 114 (display 19). In the display control using the advice section 114 At the same time, it shows the knowledge of the use of the inference (parameter information) and its applicable examples, that is, the effective rule knowledge (parameter information). Such display items include the predicted value of the reserve (number of banknotes) as a result of the inference , The content of the rule, the rule number, the suitability of the rule, the reliability, the number of uses, the number of corrections, a list of applicable cases and evaluations of this deduction of knowledge, and Due to the importance, the past applicable examples include the date / week ranking, its suitability, inference results, the presence or absence of correction, and the amount of correction at the time of correction. In addition, the importance of the day of significance is indicated by the weight. The inferred knowledge (parameter information) used and its applicable examples, that is, the rule whose suitability is the largest among the selected rules, the suitability and reliability of the rule and the past applicable examples of the rule The user will be informed of such information by the user. The user can judge the applicable effect of the prediction rule. In addition, when making corrections (external corrections), the user can have confidence in the corrections. It is easy to use the user's judgment. The effect of improving the prediction accuracy (setting of reserve). Figure 28 shows the additional rule knowledge generation part 120 shown in Figure 24. This paper scale is applicable to the Chinese National Standard (CNS) Α4 specification (210Χ297 mm)- -------- Installation-- (Please read the precautions on the back before filling out this page), 1T A7 B7 Printed and printed by the Staff Consumer Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs Description of the invention (38) 1 1 Reason Ο The inference knowledge used in the inference of the inference control section 65 in the current paragraph and 1 1 I The applicable examples are input to the above-mentioned additional rule knowledge generation section 120 when 1 1 »and the past performance Make a comparison and use M to determine whether the inference is shifted first 1 1 (Steps n71 n72) 〇Read 1 Back 1 When it is determined that the inference is not shifted »Take the inference as reliable information 1 as the displayed information Make settings and output (step η 73)) Note 1 I matter 1 but 9: I have determined that the inference has m shift time (step n 7 2 is judged as Ν 0) and then 1 1 will put it in the offset history file 70 (Step η 74)) Figure 29 shows the file content 9 of the offset history file 70. This content contains page 1 | B period »Key factor 9 Application rule code» Weekly ranking mark $ suitable 1 I degree> Reliability 9 Number of corrections> Number of uses »Actual value> Predicted value, etc. 1 1 〇1 Book back to the circle 28 * Use the above offset history file 12 1 Retrieve past deviation 1 | shift U-shaped pattern (step η 75) from the inferences of the similar pattern and the partial 1 1 shift. Extract the feature quantity and special item 100 (rule) (step η 76) f 1 1 use M to determine the offset pattern Reason (step η 77) 〇1 When the reason for the deviation of the judgment is that the lack of predicted knowledge 1 (step η 78) »For the generation of support rules 9 supplement the lack of knowledge with Μ 1 I (step η 79) Ο 1 1 In addition * When it is judged that the application of knowledge is wrong (step η 80) »The correction of 1 1 aid regulation is used to correct the wrong knowledge (step η 8 1) 〇1 I In addition * When it is judged to use incorrect prediction knowledge (step η 82) 9 1 1 To support the elimination of the rule 9 Use M to eliminate the prediction knowledge (step η 83) 〇1 I According to the above method f When the inferred support is determined > output 1 1 -40- 1 1 1 This paper size applies China National Standard (CNS) A4 specification (210X297mm) A7 B7 V. Description of invention (39) K indicates the information displayed by the support. Fig. 30 shows the state after the setting contents of the reserve setting unit 115 described above are output to the display 19. The display items include the inference result, the externally estimated correction amount, the estimated reserve number of sheets, and the correction amount correction input value. The reserve setting unit 115 can introduce the judgment of the user into the system. This method can effectively prevent a large reduction in prediction accuracy due to complicated changes, and has the effect that it can be reset when the prediction has an offset. Fig. 31 shows the display of the above-mentioned correction amount correction input or reset. The correction is a correction of the input factor, and the external correction correction amount after correction is shown. Fig. 32 shows the correction process of the reserve setting unit 115 described above. When the correction process described above is executed, correction instruction information from the prediction accuracy monitor 116 is input, and is executed by inputting 23 with reference to the information. When the external correction is performed, the content shown in FIG. 30 (step η41) is displayed, and when the correction is instructed, the content shown in FIG. 31 is displayed, and then the correction amount and the reason for correction are entered (step η 4 2). Printed by the Employee Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs (please read the precautions on the back before filling out this page). That is, as shown in Figure 31, when referring to the instructions from the prediction accuracy monitor U6, correct the factor of the round-off. , The predicted value of the reserve is corrected (step π43), the external correction amount is displayed, confirmed by the user adding K, and re-correction is performed when the situation cannot be met (turn back to step η42), if correction is not required (step η44), the reserve predicted value of the correction result is output to the forecast data file 67 and the reserve output section 70 (Step-41- This paper scale is applicable to the Chinese National Standard (CNS) Α4 specification (210Χ297 mm) SQ4244 A7 B7 Printed by the Employee Consumer Cooperative of the Central Bureau of Economic Affairs of the Ministry of Economic Affairs 5. Description of Invention (40) η 4 5) 0 Therefore, the predicted value output in this way becomes the reserve for the final decision. The rules illustrated in Figure 28 above have rules The situation of the addition is shown in FIG. 33, and after the input of the correction of the display 19, an instruction to add the rule is performed (refer to step η84 in FIG. 28). The instruction to add the rule is displayed as support for the addition of the rule. When the input of the addition of the rule is executed, as shown in circle 34, a turn-in instruction corresponding to the support of the above-mentioned additional rule is displayed. When the input is added along the display Rules, the inferences are corrected. Fig. 35 shows the display of monitoring of the predicted value and actual value of the M round neck, and the accuracy can be monitored by monitoring the predicted value through the actual value of M. That is, with the actual performance value as the center, the graphic display is within a range of ± 20%, which makes it easy to monitor the predicted value. When the predicted value is offset, the user can also grasp the trend, and the effect is ΜCalculate the user's correction. That is, the relative error of M to the actual performance value is used as the evaluation quantity of prediction accuracy, and M is obtained by Equation 6. Evaluation amount of prediction accuracy = 1 actual value-predicted value 1 / actual value-Equation 6 to check whether the set accuracy value (eg, taxi 0 · 2) is exceeded. The calculation of the above-mentioned external (user) correction amount is performed using Equation 7 below. Correction amount = wl · el + w2. E2 ---- Equation 7 -4 2-(Please read the precautions on the back before filling out this page)

L 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） A7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明 ( ) 1 1 在 上 式 中 9 el: 預 測 曰 之 上 述 之 預 測 誤 差 1 1 w 1 : 殺 重 偽 數 (例如， 0 .7 ) 1 1 e 2 : 預 m 曰 之 前 — 起 之 週 前 之 曰 (如同星 請 1 先 1 期 排 行 )之預測誤差 閲 讀 1 I w 2 : 輕 重 係 數 (例如， 0 .3 ) 背 1 I 之 1 圖 36表 示 上述 之 預 拥 值 監 視 處 理 9 利 用 上 述 之 式 5 核 注 意 1 1 事 1 對 預 測 值 之 精確 度 (步驟η 5 1 ) 9 假 如 為 指 定 之 評 價 量 時 項 再 1 9 就 判 定 為 0K (步费ί η 52 ) 9 在 這 時 更 新 非 補 正 次 數 之 計 填 寫 本 裝 數 值 (步思η 5 3) 〇 頁 1 I 但 是 9 當 偏移 指 定 之 評 價 時 9 因 為 賁 行 補 正 9 所 以 更 1 1 新 m 正 次 數 之計 數 值 (步驟η 54 ) $ 利 用 上 述 之 式 7 算 出 1 1 補 正 量 (步驟η55 ) 9 顯 示 預 測 精 確 度 之 評 價 量 (步驟D 56) 1 訂 9 和 將 該 評 價量 和 補 正 量 输 出 到 預 測 資 料 楢 案 67和 準 備 1 金 設 定 部 1 1 5 , 1 1 依 此 方 式 實行 預 測 值 之 監 視 處 理 〇 1 | C 模 糊 預 測 之具 體 例 1 例 如 * 在 推論 1 個 店 舖 之 運 用 量 藉 以 進 行 預 測 時 » 首 ，( | 先 ， 決 定 該 預測 B 為 何 種 模 式 〇 1 | 該 模 式 有 如， 1 1 ⑴ 平 曰 (變動曰） 1 I ⑵ 週 1 1 ⑶ 週 曰 1 1 設 定 對 應 到 每一 個 模 態 之 使 用 規 則 〇 因 此 9 當 決 定 預 測 1 I 曰 模 式 時 9 可以 選 擇 使 用 規 則 〇 1 1 其 次 9 進 行等 级 適 合 度 演 算 〇 亦 即 ， 對 每 一 櫥 規 則 演 1 1 1 -43- 1 1 本紙張尺度適用中國國家標準（CNS > A4規格（210X^7公釐） 五、發明説明（42 ) A7 B7 經濟部中央樣準局員工消費合作社印製 算 各 個 等 级 之 適 合 度 » 然 後 將 其 綜 合 〇 例 如 9 規 則 1 * 假 如 發 薪 Β 時 放 出 張 數 為 極 多 〇 -> 等 级 值 ΗΗ 規 刖 2 假 如 五 Β f 十 曰 時 » 放 出 張 數 為 多 〇 等 级 值 Η 規 則 3 假 如 五 曰 9 十 曰 而 且 為 遇 五 時 ， 放 出張 數為 極 多 〇 等 级 值 ΗΗ 當 設 定 此 等 規 則 時 依 照 適 用 之 規 則 決 定 等 级 值ΗΗ ,Η 9 或 其 他 之 Η 9 L 等 Ο 其 中 使 對 應 之 預 測 值 (例如萬圓钞之張數） 對 應到 各涸 等 级 時 則 變 成 等 鈒 HH = 3000 張 等 级 Η = 2000 張 等 級 Μ = 1 000 張 等 级 L = 500張 其 次 9 演 算 每 一 個 規 則 適 合 度 » 例 如 » 當 預 測日 為26 曰 * 25 B 為 發 薪 曰 時 > 該 規 則 為 上 述 之 [規則1 ]和 [規 刖 2 ]， 當使用[規 則 1 ]時， 對於該等级ΗΗ , 因為經過1 B 後 $ 所 Μ 預 測 曰 26 曰 之 適 合 度 為 "0 .67"(參照圖37)。 另 外 » 當 使 用 [規則2 ] 時 t 對 於 該 等 级 Η 經過 1曰 後 之 預 測 曰 26 曰 之 適 合 度 變 成 ’’0 .6 Μ 〇 亦 即 預 測 曰 26 曰 -44- 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） I 11111 ^ 裝 n 訂 1111 各 (請先閲讀背面之注意事項再填寫本頁) 經濟部中央標準局員工消費合作社印裝 Α7 Β7 五、發明説明（43) 等级HH—適合度0.67 等级 H4逋合度0.67。 因此，變成使用適合度高之等级HH,預測日26日之預 測值在上述之實例中為3000張，該值被預测成適合於 ”0· 67"(或 67% )者。 其次，進行規則輕重之學習。 利用上述實例之預測日26日之過去之指定期間之實績 放出張數，判斷適應規則與該店舖是否一致，將認為不 需要之規則從使用區域移到不使用區域（不使用）。 例如，上述實例之預測日26日之過去之實績之等级為 等级Η Η 4 1次 等趿 H分2次 等级 Η4 0次 等级 L 4 0次 ,[規則1 ]為1次，[規則2 ]為2次時，因為[規則1 ] 在全部3次内只有1次成立，所以將該[規則1 ]移到不 使用之區域。 在Μ下之實績，當等级Η變少，等鈒ΗΗ變多時，就使 [規則1 ]復活，移入到使用區域。 其次，進行等级值之學習。 利用上述實例之預測日26日之過去之指定期間之實績 故出張數，判斷現在之各個等鈒值是否適當，對該值進 行調整。 例如，在預測為等级Η之日之實績放出張數具有2500 -45- 本紙張尺度適用中國國家揉準（CNS ) A4規格（210X297公釐） i HI 1— nn ^^^1 ^^1 一OJ (請先閲讀背面之注意事項再填寫本頁) S04244 A 7 B7 經濟部中央橾準局員工消費合作社印製 五、發明説明 (44 ) 1 1 張 * 2000 張 * 1 500 張 之 變 化 之 情 況 時 9 Μ 該 等 值 内 之 最 1 1 I 大 值 之 2500 張 作 為等 鈒 Η 預 測 值 〇 亦 可 >λ 調 整 與 此 配 合 1 1 之 其 他 之 等 级 值 請 1 I 先 1 亦 即 • 閲 讀 1 背 1 等 级 HH = 將 3000 張 調 整 為 3500 張 之 1 Η = 將 2000 張 調 整 為 2500 張 注 意 重 1 | Η = 將 1 000 張 調 整 為 15 00 張 項 再 L L = 將 5000 張 調 整 為 1 000 張 寫 本 裝 I 依 照 這 種 方 式 進行 指 定 期 間 之 等 级 值 之 學 習 〇 頁 1 | C 多 個 白 動 交 易 機間 之 運 用 量 之 推 論 之 說 明 1 1 在 現 金 角 之 各 個自 動 交 易 機 11 » 12 -* 之 現 金 運 用 量 1 1 (準備金） 之 推 論 中· 店 舖 全 體 之 運 用 量 不 清 楚 » 例 如 t 1 訂 1 I 在 其 他 角 之 窗 0 裝置 存 款 處 理 較 多 9 當 窗 口 業 務 終 了 後 不 使 用 時 9 現 金 之蓮 用 效 率 就 很 差 0 因 此 « 當 推 論 各 個 1 1 白 動 交 易 機 11 12-- -- 之 現 金 運 用 量 (準備金） 之 後 » 1 I 時 間 系 列 判 斷 各 個裝 置 間 之 現 金 運 用 量 推 論 各 個 裝 置 1 - 間 之 現 金 移 動 和 包含 該 規 則 之 現 金 運 用 量 9 所 具 有 之 效 务* 1 果 是 可 >Λ 提 高 系 統全 體 之 現 金 運 用 效 率 〇 1 I 圖 38表 示 各 個 裝置 間 之 現 金 蓮 用 量 (準備金） 之 推 論 處 1 1 理 t 作 為 白 動 交 易機 11 9 12 -- -- 之 實 例 者 有 ΑΤΜί (自動 1 | 存 款 付 款 機 ), CD i ( 白 動 付 款 機 ), 窗口機i ( 窗 Ρ 存 款 1 1 提 款 機 )， 分別推論其次日之現金運用量， 算出其預測 1 1 • 值 X » y > Z Ο 1 I 另 外 * 預 測 每 —個 裝 置 之 時 間 區 分 (步驟r ι6 1 L) 〇 1 1 -4 6 ~ 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） A7 B7 五、發明説明（） 例如，ATM i為預測值X ^ 從9時到15時之動作為-300張（表示存款較多） 從15時到19時之動作為-200張之預測 合計-500張，對預測值X為存款較多。 同樣的，CDi為預測值y , 從9時到15時之動作為500張（表示提款較多） 從<5時到19時之動作為300張之預测 合計800張，對預測值y為提款較多。 同樣的，窗口機i為預測值z ， 從9時到15時之動作為- 300張 從15時以後停止動作 合計-300張，對預測值z為存款較多 其次，利用各裝置之時間區分之預測，算出準備金 (現金運用量）（步驟n62)。 算出從9時到15時之各傾裝置之提款超過部份。以存 款較多（負值）之ATMi和窗口機i之部份作為零，算出在 該時間帶之張數。 0(ATMi)+500(CDi)+0(窗口機 i)= 500張 ---------人 裝------訂 (請先閲讀背面之注意事項再填寫本頁) 經濟部中央標準局員工消費合作社印製 。加 份， 部算 過加 超行 款進 提樣 之原 置其 裝以 個者 各«) 之Ϊ 時(I 9 r 1 多 到較 時款 15存 從， 出帶 算間 次時 其該 在 此 因 Ο 零 tcVI/ "i 當機 其口 將窗 /1 ， ο 時30 ) I 值i) 負CD /V /IV 多00 較+3 款i) 存TM 為U 果00 結7 算 張 張 為 前 以 時 5 tx 在 金 備 準 是 31/ 身 結 其 為 後 以 時 5 1X 在 張 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） 經濟部中央標準局員工消費合作社印製 A7 B7 五、發明説明（46 ) 0張，合計為500張。 其次，输出各裝置間之_金之移動路徑，移動量和移 動時間（步驟n63)。 亦即，如圖39所示的顯示各裝置ATMi, CDi,窗口櫬 ί之時間區分預测值，另外，因為窗口機i在15時以後 不運用，所Μ將該遇剩金300張顯示成移動作為CD i之 15時Μ後之不足金。 利用上述之處理，可以明瞭装置間之現金之移動，可 以有效的蓮用現金。 〔現金運用量（準備金）之各種適用比較之說明〕 圖42,圖43,圖44,圖45,圖46表示自動交易櫬利用 11, 12----之現金蓮用量（準備金）之缠用例。 其中，預測需要量是圖41所說明之最大差上限值，或 是規金放出預测值+運用邊際上限值。 預測需要量=最大差上限值 =現金放出預測+運用邊際上限值。 圖42表示將現金運用量（準備金）設定為固定值之實例 ，規金之補充量是補充從固定值減去第1日之剩餘量之差 ,作為第2日之現金運用量（準備金）。第3日Μ後Μ同 樣之方法算出。 補充量=固定需要量-前次剰餘量 依照這種方式，在現金運用量（準備金）為固定值之情 況時，因為逐日變動交易量，所Μ現金運用量不會發生 浪費。 -48- 本紙張尺度適用中國國家標準（CNS ) Α4規格（210Χ297公釐） (請先閲讀背面之注意事項再填寫本頁) 裝. 訂 經濟部中央梯準局貝工消費合作社印製 A7 _B7_ 五、發明説明（47 ) 圖43表示預測（推論）現金放出量，使運用邊際成為固 定值之實例，在第1日之结,束時算出（推論）第2日之現 金放出預測值，從該規金放出預测值減去第1日之剩餘 量，將所得之差加到固定值之運用邊際，補充該加算所 得之和，作為第2日之現金運用量（準備金）。第3曰K 後以同樣之方法算出。 補充量=現金放出預測值-前次剰餘量+固定運用邊 際 =預測需要量-(前次剰餘量-固定運用邊際） 在這種情況時，因為預測（推論）規金放出量，所以可 以提高現金運用。 國44表示預測現金放出量藉Μ補正運用邊際之實例， 在第1日之结束時算出（推論）第2日之現金放出預测值 ，依照該現金放出預测值補正運用邊際，從該等加算值 減去第1日之剩餘量，補充該減算後之差，作為第2曰 之現金運用量（準備金）第3日以後Μ同樣之方法算出。 補充量=(現金放出預測值+運用邊際補正值）-前次 剩餘量 =預測需要量-前次剰餘量 在這種情況時，因為預測（推論）現金放出量，和依照 現金放出預測值補正運用邊際，所Μ可Μ更進一步的提 高現金運用。 圖45,圖46表示在規金運用量（準備金）之算出時間點 和補充現金之時間點具有時間延滯之情況時之適用實例 -49- 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） ---------一裝------訂------i (請先閲讀背面之注意事項再填寫本頁) 經濟部中央標準局員工消費合作社印製 A 7 _B7_ 五、發明説明（48 ) ，在補充現金之情況，當準備該補充現金需要時間時， 就要早該時間的進行現金g用量（準備金）之算出。 例如，營業之終了為1 9 : 0 0 (時間）時，就在該時間點 算出次日之現金運用量（準備金），在不能準備補充現金 時，例如，在14:00(時間）之時間點算出現金運用虽（準 備金），要到次日才能準備和補充該現金。 在瑄種情況時，從算出時間點之14:00(時間）起到營 業終了 17 : 00 (時間）止之3小時之時間延滯會有發生現 金太多或不足之危險。 為著解決此問題，使用上述之現金放出量之預測（推 論），和依照現金放出預測值補正運用邊際。 圈45所表示之實例是預測（推論）規金放出量，使運用 邊際成為固定值，算出具有時間延滯之現金運用量（準 備金）， 補充量=預測需要量-固定運用邊際 ,在現金補充之算出和補充具有時間延滯之情況時，可 Μ提高規金之運用。 圖46所表示之實例是預測（推論）現金放出量，補正運 用邊際，算出具有時間延滯之規金運用量（準備金）， 補充量=預測需要量-前次運用邊際補正值 ,在現金補充之算出和補充具有時間延滯之情況時，可 Μ提高現金之運用。 〔補充量顯示例〕 上面所說明之推論（預測）出之對1個店舖之各個自動 -50- 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐〉 ^^1' ^^^1 ^—^1 ^^^1 ^^^1 a^^—· ^^^1 ml ^ am In H·— 一°4 (請先閲讀背面之注意事項再填寫本頁) A7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明 ( ) 1 1 I 交 易 機 1 1 9 12 -- 補 充 之 補充 量 可 以利 用 圔 2 所 示 之 遙 1 1 控 裝 置 15之 顯 示 器 19來 顏 不Ο 1 I 例 如 % 如 園 47所 示 * 以 ATM (自動存款付款檐） 構 成 多 請 先 1 1 台 之 顧 客 * 専 用 自 動 交 易 機11 9 對 各值 ATM 補 充 之 補 充 閲 背 1 I 鸶 以 萬 國 鈔 之 張 數 表 示 〇 面 之 1 利 用 該 顯 示 可 以 使 行 貝 把握 對 各 侮ATM 補 充 之 補 充 狀 注 1 1 I 態 Ο Ψ 項 再 1 而 且 毎 一 次 被 補 充 時 顯 示H0 張1 亦可 以 用 來 把 握 各 痼 填 % 本 裝 ATM 之 補 充 狀 況 〇 頁 1 I 另 外 9 圖 47所 示 之 實 例 是使 各 傾 ATM 存 在 有 前 一 曰 之 I 1 剩 餘 量 1 經 由 進 行 新 的 補 充使 各 傾 ATM 成 為 均 — 量 之 補 1 1 充 置 1 訂 C 對 白 動 交 易 機 之 補 充 方 法〕 1 將 上 面 所 說 明 之 推 論 (預拥）出 之 補充 置 對 1 m 店 舖 之 1 | 各 雇 白 勘 交 易 機 1 1 9 1 2之 補充 依 下 述方 式 來 實 行 0 1 I 圈 48表 示 補 充 例 之 —* 9 構成 白 動 交易 機 11 之 各 健 ATM 1 L 、 之 初 期 之 收 纳 量 被 設 定 成 為1 次 交 易之 最 大 張 數 A 加 上 1 I 依 照 危 險 率 之 加 算 張 數 a 後所 得 之 量》 亦 邸 9 1 1 I 收 纳 量 = A + a 1 1 在 營 業 開 始 時 補 充 成 全 鱧之 ATM 一律 成 為 [A + a ] 之 量 1 | 9 由 現 金 蓮 用 機 器 人 13補 充各 傾 ATM , 剩 餘 之 現 金 由 現 1 1 金 運 用 機 器 人 13保 管 0 1 I 随 箸 各 m ATM 之 動 作 * 當發 生 收 納現 金 接 近 用 t±s» 兀 時 9 1 | 就 對 發 生 該 接 近 用 兀 之 ATM進 行 補 充， 亦 即 9 使 該 ATM 1 1 1 -51- 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐} A7 304244 _B7_ 五、發明説明（50 ) 之收納量成為[A+ct]之量。 補充量=[A+ot]-[接、近用完之量] 另外，随著ATM之動作，當該收納量由於存款交易而 超過[Α+α]時，就進行補充或回收，將其超過部份回收 到現金運用機器人13,使各個ATM之收納量從接近用完 蒱定在[A+ α ]之量。 當實行此種補充或回收作業時，可Μ提高現金之運用 效率，另外，對於接近用完，可Μ利用現金運用機器人 13所保管之現金，即時的進行對應之補充。 但是，因為對現金蓮用機器人13之收納負擔很大，所 Μ收納量受到限制，當考盧到現金運用機器人1 3之故障 時，最好使用多台。 其他之裝置基本上是對各個ATM補充[Α+α]之量，經 由對各個ATM補充超過現金蓮用機器人13之容量，可Μ 解決現金運用機器人13之收納量受限制之問題。 圖49表示其他之補充例，假如在現金運用機器人13收 納有本來1個店舖之全部補充量之琨金時，随著該補充 例之營業開始之補充是將全部之收納琨金分配到各個 ATM ,使現金機器人13變空。另外，對於各個ATM根據 過去之實績資料，交易較多之ATM補充較多，交易較少 之ATM補充較少。 随著各個ATM之動作，當發生收納現金接近用完時， 就從收納有最多現金之ATM回收，使該ATM之收納量成 為[Α+α]之量，將所回收之現金補充到發生接近用完之 本紙張尺度適用中國國家標準（CNS ) A4規格（210X 297公釐） I I I I I I 裝 I n I 訂 I 1 各 (請先閲讀背面之注意事項再填寫本頁) 經濟部中央標準局員工消費合作杜印製 ΑΊ B7 經濟部中央標準局員工消費合作社印製 五、發明説明 ( ) 1 1 ATM 使 該 ATM 之 收 納 置 成 為 [A + < * 〇 1 | 當 實 行 此 種 補 充 或 回 收 作 業 時 9 即 使 在 現 金 蓮 用 機 器 1 1 人 13發 生 故 障 對 ATM 之 彩 锻 亦 很 小 而 且 現 金 蓮 用 機 /—S 請 1 先 1 器 人 13之 收 纳 量 不 會 受 到 限 制 〇 閲 讀 1 I 但 是 9 在 接 近 用 完 時 * 因 為 先 回 收 再 補 充 9 所 以 不 能 背 面 1 I 之 1 即 時 回 應 » 因 此 只 適 用 於 交 易 比 較 少 之 店 舖 Ο 注 意 1 事 1 另 外 ， 該 即 時 補 充 之 因 應 是 使 現 金 運 用 機 器 人 13經 常 項 再 1 保 有 [A + α】 之 現 金 從 牧 纳 董 較 多 之 ATM 回 收 現 金 和 加 填 寫 本 裝 以 保 存 9 對 於 接 近 用 完 時 之 補 充 處 理 可 以 即 時 的 回 應 〇 頁 1 I 另 外 9 使 平 常 之 保 存 量 成 為 1 1 [A + a ] X β β = 2 3 1 1 對 於 有 多 處 發 生 接 近 用 兀 時 亦 可 以 順 利 的 因 應 9 形 成 可 1 訂 以 很 快 的 補 充 〇 外 9 即 使 現 金 運 用 機 器 人 13故 障 時 f 1 因 為 補 充 量 很 少 9 所 以 對 ATM 之 影 響 很 小 Ο 1 I 在 本 發 明 之 構 造 和 上 述 實 施 例 之 對 應 中 〇 1 I 本 發 明 之 媒 體 對 應 到 實 施 例 中 之 紙 幣 或 硬 幣 之 現 金 9 1 . 其 他 之 存 款 簿 9 傳 票 9 Β 報 表 等 之 交 易 媒 體 9 | 以 下 同 樣 的 9 1 1 媒 體 處 理 裝 置 對 應 到 白 動 交 易 機 11 12 9 1 1 媒 體 蓮 用 預 測 裝 置 對 應 到 遠 程 控 制 裝 置 15 9 1 I 媒 體 蓮 用 管 理 裝 置 對 應 到 現 金 蓮 用 機 器 人 13 » S 動 出 1 1 納 裝 置 14 9 遙 控 裝 置 15 » 和 1 1 本 發 明 並 不 只 限 於 實 施 例 之 構 造 〇 1 I C 附 圖 之 簡 CM3 卑 說 明 1 1 1 -5 3- 1 1 1 本紙張尺度適用中國國家橾準（CNS ) A4規格（210X297公釐） A7 B7 經濟部中央標準局貝工消費合作社印製 五、發明説明 (52 ) 1 1 圖 1 是 白 動 交 易 櫬 和 現 金 運 用 管 理 裝 置 之 斜 視 面 画 0 1 1 圓 2 是 概 略 平 面 圖 » 用 表 示 白 動 交 易 機 和 現 金 運 用 1 1 管 理 裝 置 之 通 信 狀 態 〇 y—ν 請 1 先 1 圖3 是 遙 控裝 ;置之控制霣路方塊園》 閲 讀 1 背 1 tgft 腦 4 是 現 金 蓮 用 機 器 人 之 控 制 電 路 方 塊 圖 〇 之 1 圖 5 是 前 —· 曰 之 現 金 運 用 之 管 理 處 理 之 流 程 圖 〇 注 意 1 I 事 1 圖 6 是 當 B 之 現 金 運 用 之 管 理 處 理 之 流 程 圖 0 項 再 1 圖 7 是 現 金 運 用 量 之 說 明 圖 〇 寫 本 裝 I fBt 國 8 是 推 論 之 說 明 圖 〇 頁 1 | 圖 9 是 系 统 蓮 用 之 說 明 圖 〇 1 I 圖 10 是 現 金 運 用 量 之 推 論 說 明 圖 〇 1 1 圖 11 是 說 明 圖 t 用 來 表 示 推 論 内 容 〇 1 訂 1 1 圖 12是 說 明 圖 t 用 來 表 示 白 動 交 易 機 之 個 別 之 系 統 組 入 0 1 1 圖 13是 說 明 圖 » 用 來 表 示 推 論 演 算 和 學 習 功 能 〇 1 I 圖 14是 具 有 等 级 之 從 画 度 函 數 之 說 明 (ΞΙ 國 〇 1 圖 15是 機 率 密 度 分 布 之 說 明 圖 〇 1 圖 1 6 是 需 要 量 之 機 率 密 度 分 布 之 說 明 圖 〇 1 I 圖 1 7 是 t i 時 間 點 之 紙 幣 短 缺 率 (危瞼率） 之 說 明 固 圈 〇 1 1 圖 1 8 是 危 險 率 之 說 明 圖 〇 1 | 圖 19是 危 險 率 補 正 之 說 明 圖 〇 1 | 圖 20 是 說 明 圖 * 用 來 表 示 標 記 之 設 定 顯 示 〇 I 1 圖 21 是 上 下 限 處 理 之 構 造 方 塊 圖 0 1 | 圖 22 是 上 下 限 處 理 之 流 程 圖 0 1 1 -54- 1 1 1 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） 經濟部中央標準局員工消費合作社印裝 A7 Β7 五、發明説明（53 ) 圖23是說明圖，用來表示超過上限之顯示。 圖24是說明圖，用來表示系铳之具體霣例。 圖25是說明圖，用來表示店舖之設定之顯示。 圖26是流程圖，用來表示要因輕重產生處理。 圖27是說明圖，用來表示有效知識之顯示。 圖28是追加規則知識之產生處理之流程圖。 圖29是說明匾，用來表示偏移履歷擋案之内容。 圖30是說明圖，用來顧示準備金設定。 圖31是修正處理之流程圖。 圖32是說明圖，用來表示補正處理之顯示。 圖33是顯示之說明圖，用來引導追加規則之設定。 圖34是說明圖，用來顯示追加規則之設定。 圖35是用Μ顙示預測值和實測值之說明圖。 圖36是預測值監視處理之流程圖。 圖37是對規則之適合度之說明圖。 圖38是裝置間之推論處理之流程圖。 圖39是說明圖，用來表示裝置間之運用金。 圖40是琨金蓮用量之推移之說明圖。 圖41是說明圖，用來表示運用邊際之補正。 圖42是說明圖，用來表示固定需要量之情況之現金補 充。 · 圖43是說明圖，用來表示固定運用邊際之預測需要量 之情況之現金補充。 圖44是說明圖，用來表示預測需要量之情況之現金補 本紙張尺度適用中國國家標準（CNS > Α4規格（210Χ297公釐） (請先閲讀背面之注意事項再填寫本頁) 裝. 訂 A7 B7 五、發明説明（54 ) 充0 圖45是說明圖，用來表示、時間延滯之固定運用邊際之 預測需要量之情況之現金補充。 圖46是銳明圖，用來表示時間延滯之預測需要量之情 況之現金補充。 圖47是說明圖，用來表示對各個交易機之補充量之顯 示0 圖48是說明圖，用來表示對各個交易機補充之實例、 圖49是說明圖，用來表示對各個交易機補充之其他實 例。 〔符號之說明〕 11,12----自動交易機 13 ----琨金蓮用櫬器人 14 ——自動出納裝置 15 ----遙控裝置 ^^^1- I —ml tuv nn —^ϋ ^^^^1 (請先聞讀背面之注意事項再填寫本頁) 經濟部中央梂準局員工消費合作社印製 -56- 本紙張尺度適用中國國家標準（CNS ) A4規格（2〗0X297公釐）L This paper scale is applicable to the Chinese National Standard (CNS) A4 specification (210X297 mm) A7 B7 Printed by the Employee Consumer Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs V. Invention description () 1 1 In the above formula 9 el: the prediction stated above Prediction error 1 1 w 1: Killing heavy pseudo-numbers (for example, 0.7) 1 1 e 2: Pre-m before the day-the day before the week (like star please 1 first 1 ranking) read error 1 I w 2: Lightness coefficient (for example, 0.3) 1 of 1 I 1 Figure 36 shows the above-mentioned pre-congestion value monitoring process 9 Using the above formula 5 Core attention 1 1 Event 1 The accuracy of the predicted value (step η 5 1 ) 9 If it is the specified evaluation amount, the item will be judged as 0K by 1 9 (step fee ί η 52) 9 At this time, the number of non-correction times is updated to fill in the value of this device (step η 5 3) 〇 Page 1 I but 9 When the offset specified evaluation At time 9, because the correction 9 is performed, the count value of 1 1 new m positive times (step η 54) is calculated using the above formula 7 1 1 correction amount (step η55) 9 The evaluation amount of the prediction accuracy is displayed (step D 56 ) 1 Order 9 and output the evaluation amount and the correction amount to the forecast data table 67 and preparation 1 gold setting section 1 1 5, 1 1 In this way, the monitoring process of the predicted value is performed. 1 | C Specific example of fuzzy prediction 1 For example, when inferring the usage of a store to make a forecast »First, (| First, decide which model the forecast B is. 〇1 | The model is like, 1 1 ⑴ Ping Yue (change day) 1 I ⑵ week 1 1 ⑶ Zhou Yue 1 1 Set the usage rules corresponding to each mode. So 9 when you decide to predict 1 I, 9 can choose to use Rule 〇1 1 Second 9 Perform grade suitability calculation ○ That is, perform 1 1 1 -43- 1 1 for each cabinet rule This paper scale is applicable to the Chinese national standard (CNS > A4 specification (210X ^ 7mm)) 2. Description of invention (42) A7 B7 The Central Consumers ’Bureau of the Ministry of Economy prints and calculates the suitability of various levels for the employee consumer cooperatives» and then integrates them. For example, 9 Rule 1 * If the number of sheets released when paying Β is extremely large-> ; Level value ΗΗ Regulation 2 If the five B f tenth day »release the number of sheets more than 0 level value H rule 3 If the fifth day 9 ten days and when meet five, release the number of sheets is very much 0 level value HΗ when set In these rules, the level values ΗΗ, Η9 or other Η9L etc. are determined according to the applicable rules. Among them, the corresponding predicted value (such as the number of 10,000 yuan notes) It should be equal to each grade when it reaches each level. HH = 3000 sheets of grade H = 2000 sheets of grade M = 1 000 sheets of grade L = 500 sheets Next 9 Calculate the suitability of each rule »For example» When the forecast day is 26 days * 25 B For payroll time> The rule is the above [rule 1] and [rule 2], when [rule 1] is used, for this level ΗΗ, because after 1 B, the predicted value of 26 is suitable for 26 The degree is " 0.67 " (refer to FIG. 37). In addition »when [Rule 2] is used, the suitability of the predicted value of 26 after 26 days becomes '' 0.6 Μ 〇, that is, 26 days -44- This paper scale is applicable to Chinese national standards (CNS) A4 specification (210X297mm) I 11111 ^ Pack n Order 1111 (please read the precautions on the back before filling this page) Printed and printed by the Ministry of Economy Central Standards Bureau employee consumer cooperative Α7 Β7 V. Invention description (43) Level HH—suitability 0.67 Level H4 fit 0.67. Therefore, it becomes a level HH with a high degree of suitability, and the predicted value on the 26th of the prediction day is 3000 in the above example, and the value is predicted to be suitable for "0 · 67 " (or 67%). Second, proceed Learning the rules is important. Use the actual number of releases in the specified period past the 26th of the forecast day of the above example to determine whether the adaptation rules are consistent with the store, and move the rules that are not needed from the use area to the non-use area (not used) For example, the grade of the past actual performance on the 26th of the forecast day in the above example is grade Η Η 4 1 time and so on H points 2 times grade Η4 0 times grade L 4 0 times, [rule 1] is 1 time, [rule 2] When it is 2 times, because [rule 1] is established only once in all 3 times, so [rule 1] is moved to the unused area. Actual performance under Μ, when the level Η becomes less, wait for 鈒When the ΗΗ increases, the [rule 1] will be revived and moved to the use area. Secondly, the level value will be learned. Use the actual example of the above-mentioned example to predict the actual number of the past period of the past 26 days, so as to determine the current and so on Whether the value of 鈒 is appropriate, adjust the value For example, the number of actual release sheets on the day predicted to be grade Η has 2500 -45- This paper scale is applicable to China National Standard (CNS) A4 specification (210X297mm) i HI 1—nn ^^^ 1 ^^ 1 One OJ (please read the precautions on the back before filling in this page) S04244 A 7 B7 Printed by the Consumer Cooperative of the Central Bureau of Economics of the Ministry of Economic Affairs V. Invention Instructions (44) 1 1 * 2000 * 1 500 In the case of 9 Μ, the maximum value of 1 1 I among these values is 2500. The maximum value of 2500 is equal to the predicted value of equivalence. Also, λ can be adjusted to match with this. The other grade values of 1 1 please 1 I first 1 ie Read 1 Back 1 level HH = Adjust 3000 sheets to 1 of 3500 sheets Η = Adjust 2000 sheets to 2500 sheets Note the weight 1 | Η = Adjust 1 000 sheets to 15 00 sheets and then LL = Adjust 5000 sheets to 1 000 Zhang Xuanben I I carry out the designated period in this way The study of the level value of the time ○ Page 1 | C Explanation of the inference of the amount of use between multiple white trading machines 1 1 The amount of cash used by each automatic trading machine 11 »12-* in the cash corner 1 1 (reserve) In the inference, the usage of the whole store is unclear »For example, t 1 order 1 I have more deposit processing in the window of the other corner 9 When the window business is not used after the end 9 The efficiency of cash lotus is very bad 0 Therefore« When inferring the cash usage of each 1 1 white-action trading machine 11 12 --- (reserve) »1 I time series to determine the cash usage between each device Infer the cash movement between each device 1-including the rule The amount of cash utilization 9 has the effect * 1 If it is possible> Λ Improve the cash utilization efficiency of the entire system 〇1 I Figure 38 shows the inference of the amount of cash lotus (reserve) between each device. White Trading machine 11 9 12-Examples of this are ΑΤΜί (automatic 1 | deposit payment machine), CD i (white automatic payment machine), window machine i (window Ρ deposit 1 1 cash machine), infer the following day respectively The amount of cash used, calculate its prediction 1 1 • Value X »y > Z Ο 1 I In addition * Predict the time division of each device (step r ι6 1 L) 〇1 1 -4 6 ~ 1 1 1 paper The scale is applicable to the Chinese National Standard (CNS) A4 specification (210X297 mm) A7 B7 V. Description of invention () For example, ATM i is the predicted value X ^ The action from 9:00 to 15:00 is -300 (indicating that there are more deposits) The action from 15 o'clock to 19 o'clock is a forecast of -200 sheets totaling -500 sheets, and the predicted value X is a large deposit. Similarly, CDi is the predicted value y, and the action from 9 o'clock to 15 o'clock is 500 (indicating more withdrawals). The action from < 5 o'clock to 19 o'clock is 300. The total forecast is 800. y means more withdrawals. Similarly, the window machine i is the predicted value z, and the operation from 9 o'clock to 15 o'clock is -300 sheets. The operation is stopped after 15 o'clock, and the total is -300 sheets. For the predicted value z, the deposits are more, followed by the time of each device. Forecast, calculate the reserve (cash use amount) (step n62). Calculate the excess of withdrawals from each tilt device from 9 o'clock to 15 o'clock. Take the part of ATMi and window machine i with a large deposit (negative value) as zero, and calculate the number of sheets in the time zone. 0 (ATMi) +500 (CDi) +0 (window machine i) = 500 sheets --------- personal wear --- order (please read the precautions on the back before filling this page) Printed by the Staff Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs. Add a copy, the department has calculated the Ϊ when adding the super money to the original sample and put it with each person «) (I 9 r 1 is more than the current model 15 deposit, it should be in the time of the calculation This is due to Ο zero tcVI / " i crashing out of the window / 1, ο hour 30) I value i) negative CD / V / IV more 00 than +3 i) deposit TM as U fruit 00 and 7 calculations Zhang Weiqian takes 5 tx when the gold standard is 31 / after finishing it, he takes 5 1X to apply the Chinese National Standard (CNS) A4 specification (210X297 mm) on the paper size of the paper. The consumer consumption cooperative of the Central Standards Bureau of the Ministry of Economic Affairs Printed A7 B7 V. Description of invention (46) 0 sheets, a total of 500 sheets. Next, the movement path, movement amount and movement time between each device are output (step n63). That is, as shown in FIG. 39, the prediction values of the time division of each device ATMi, CDi, and window are displayed. In addition, because the window machine i is not used after 15 o'clock, the 300 pieces of the remaining gold are displayed as The shortfall after moving at 15 o'clock as CD i. With the above processing, the movement of cash between devices can be understood, and cash can be used effectively. [Explanation of various applicable comparisons of the amount of cash used (reserve)] Figure 42, Figure 43, Figure 44, Figure 45, and Figure 46 show the amount of cash lotus (reserve) used by the automated transaction 11, 12, ---- Entangled use cases. Among them, the predicted requirement is the maximum difference upper limit value illustrated in Figure 41, or the predicted value of the rule release + the upper limit of the operating margin. Forecasting demand = maximum difference upper limit = cash release forecast + operating marginal upper limit. Figure 42 shows an example of setting the cash utilization amount (reserve) to a fixed value. The supplementary amount of the regulation is to supplement the difference from the fixed value minus the remaining amount on the first day as the cash utilization amount (reserve on the second day) ). Calculate the same method after the third day. Replenishment = fixed demand-previous margin. In this way, when the amount of cash used (reserve) is a fixed value, the amount of cash used will not be wasted because of the daily change in transaction volume. -48- This paper scale is applicable to China National Standard (CNS) Α4 specification (210Χ297mm) (please read the precautions on the back and then fill out this page) to install. Order A7 _B7_ printed by Beigong Consumer Cooperative of Central Bureau of Economics and Trade V. Description of the Invention (47) Figure 43 shows an example of forecasting (inferring) the amount of cash release, making the margin of use a fixed value. At the end of the first day, the predicted value of the cash release on the second day is calculated (inferred) from The regulation releases the predicted value minus the remaining amount on the first day, adds the difference to the fixed value of the operating margin, and supplements the sum of the additional income, as the second day of cash utilization (reserve). Calculate in the same way after K on the third day. Replenishment amount = predicted value of cash release-previous margin + fixed margin of operation = predicted demand- (previous margin-fixed margin of operation) In this case, because of the forecast (inference) of the amount of regulation release, so Can improve the use of cash. Country 44 shows an example of forecasting the margin of cash release using M to correct the operating margin. At the end of the first day, it calculates (infers) the predicted value of cash release on the second day, and corrects the operating margin according to the predicted value of cash release. The added value is subtracted from the remaining amount on the first day, and the difference after the reduction is added, and it is calculated in the same way as the amount of cash used on the second day (reserve) after the third day. Supplementary amount = (cash release forecast value + use marginal correction value)-previous surplus amount = predicted demand amount-previous surplus amount in this case, because the predicted (inferred) cash release amount, and according to the cash release forecast value By correcting the margin of use, we can further improve the use of cash. Figure 45 and Figure 46 show examples of application when there is a time lag between the calculation of the amount of reserve funds (reserves) and the time of replenishing cash-49- This paper scale is applicable to the Chinese National Standard (CNS) A4 specifications (210X297mm) --------- One pack ------ order ------ i (please read the notes on the back before filling this page) Employee consumption of Central Bureau of Standards, Ministry of Economic Affairs The cooperative printed A 7 _B7_ V. Description of the invention (48). In the case of supplementary cash, when it takes time to prepare the supplementary cash, the calculation of the amount of cash (reserve) must be done earlier than that time. For example, when the end of business is 1 9 0 0 (time), the amount of cash used (reserve) for the next day is calculated at that time. When cash cannot be prepared for replenishment, for example, at 14:00 (time) Although cash use (reserve) is calculated at the point in time, the cash cannot be prepared and replenished until the next day. In this case, a delay of 3 hours from the calculated time of 14:00 (time) to the end of the business at 17:00 (time) may cause too much or insufficient cash. In order to solve this problem, the above-mentioned cash release forecast (inference) is used, and the operation margin is corrected according to the cash release forecast value. The example shown in circle 45 is forecasting (inferring) the amount of regulation release, making the margin of use a fixed value, and calculating the amount of cash utilization (reserve) with time lag, supplementary amount = forecasted demand-fixed margin of use, in cash When calculating the supplement and supplementing the situation with time lag, you can increase the use of regulations. The example shown in Figure 46 is to predict (infer) the amount of cash released, correct the margin of use, and calculate the amount of reserve (reserve) that has a time lag. The amount of supplement = the amount of forecasted demand-the marginal correction value of the previous application When calculating the replenishment and replenishing the situation with time delay, the use of cash can be increased. [Example of supplementary amount display] The inference (prediction) explained above is automatic for each store of a shop-50- This paper scale is applicable to the Chinese National Standard (CNS) A4 specification (210X297mm> ^^ 1 '^^^ 1 ^ — ^ 1 ^^^ 1 ^^^ 1 a ^^ — · ^^^ 1 ml ^ am In H · — 1 ° 4 (please read the precautions on the back before filling this page) A7 B7 Central Ministry of Economy Printed by the Bureau of Standards and Staff Consumer Cooperative V. Description of the invention () 1 1 I Trading machine 1 1 9 12-The supplementary amount of supplement can be used as shown in Figure 2 1 1 Display 19 of the control device 15 For example,% is as shown in Park 47. * ATM (automatic deposit payment eaves) constitutes more than 1 1 customers. * Automated trading machine 11 9 Supplement for reading ATM of each value 1 I. Number of bills in thousands It indicates that the face 1 is used. This display can be used to make Xingbei grasp the supplementary notes added to each insult ATM. Note 1 1 I state Ο Ψ item is 1 again and H0 sheets 1 are displayed each time it is added once. It can be used to grasp the replenishment status of each loaded ATM. Page 1 I In addition 9 The example shown in FIG. 47 is to make each tilt ATM have the previous I 1 remaining amount 1 Make each tilt by performing a new supplement ATM becomes equal-the amount of supplement 1 1 charge 1 order C supplement method for the white trading machine] 1 The supplement of the deduction (pre-owning) explained above is 1 of the 1 m store | each hired white survey trading machine The supplement of 1 1 9 1 2 is implemented in the following manner. 0 1 I Circle 48 indicates an example of supplement— * 9 The initial storage capacity of each health ATM 1 L constituting the white-motion trading machine 11 is set to 1 transaction The maximum number of sheets A plus 1 I is the amount obtained by adding the number of sheets a according to the risk rate. "Yidi 9 1 1 I storage capacity = A + a 1 1 The ATM added to the whole snakehead at the start of business will all become [A + a ] The amount of 1 | 9 by Jinlian uses the robot 13 to replenish the various ATMs, and the remaining cash is kept by the cash. 1 1 Jin uses the robot 13 to keep it. 0 1 I Follow the action of the m each ATM * When the storage of cash is approaching, use t ± s »U9 9 1 | The proximity is supplemented by the ATM, that is, 9 so that the ATM 1 1 1 -51- 1 1 1 This paper scale is applicable to the Chinese National Standard (CNS) A4 specification (210X297 mm) A7 304244 _B7_ V. Description of invention (50 ) Becomes the amount of [A + ct]. Replenishment amount = [A + ot]-[Amount received, nearly used] In addition, with the action of ATM, when the storage amount exceeds [Α + α] due to the deposit transaction, it will be supplemented or recovered, and the More than part of the cash is recovered by the robot 13 for use, so that the storage capacity of each ATM is nearly [A + α]. When such a replenishment or recovery operation is carried out, the efficiency of the use of cash can be improved. In addition, the cash kept by the robot 13 can be used to replenish the cash immediately when it is nearly used up. However, because the storage burden on the cash lotus robot 13 is very large, the storage capacity is limited, and it is better to use more than one when Kaulu encounters the failure of the cash application robot 13. Other devices basically replenish the amount of [Α + α] for each ATM. By replenishing each ATM with more than the capacity of the cash lotus robot 13, it is possible to solve the problem that the storage capacity of the cash use robot 13 is limited. FIG. 49 shows another supplementary example. If the cash application robot 13 stores all of the original replenishment amount of one store, the supplementary start of business in the supplementary example is to distribute all the stored money to each ATM. To make the cash robot 13 empty. In addition, for each ATM, based on past performance data, ATMs with more transactions supplement more and ATMs with fewer transactions supplement less. With the action of each ATM, when the storage cash is nearly used up, it will be recovered from the ATM that contains the most cash, so that the storage amount of the ATM becomes the amount of [Α + α], and the recovered cash will be replenished until the approach occurs The size of the used paper is applicable to the Chinese National Standard (CNS) A4 specification (210X 297 mm) IIIIII Pack I n I Order I 1 (please read the precautions on the back before filling this page) Employee consumption of the Central Standards Bureau of the Ministry of Economic Affairs Cooperative Duprinting ΑΊ B7 Printed by the Employee Consumer Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs 5. Description of Invention () 1 1 ATM makes the storage of the ATM into [A + < * 〇1 | When this supplement or recycling operation is carried out 9 Even if the cash lotus machine 1 1 person 13 fails, the color forging of the ATM is very small and the cash lotus machine / -S please 1 first 1 device person 13 storage capacity will not be restricted. Read 1 I but 9 in When it's almost out of use * I can't back the back because I recycle first and then add 9 I No. 1 Instant Response »Therefore, it is only applicable to shops with relatively few transactions. Ο Note 1 Event 1 In addition, the reason for this immediate supplement is to make the cash use robot 13 current items and 1 to keep [A + α] more cash from Mu Na Dong The ATM collects cash and fills in this package for storage. 9 It can respond immediately to the supplementary processing when it is nearly used. Page 1 I In addition, 9 makes the usual storage amount 1 1 [A + a] X β β = 2 3 1 1 When there are multiple places where access is difficult, it can be smoothly handled in response to the 9 formation. 1 can be ordered with a quick replenishment. 9 Even if the cash operation robot 13 fails. F 1 Because the replenishment amount is very small, the impact on the ATM is very small. Ο 1 I In the correspondence between the structure of the present invention and the above embodiments 〇 1 I The media of the present invention corresponds to the implementation Banknotes or coins in cash 9 1. Other deposit books 9 Vouchers 9 Β Statements and other transaction media 9 | The following 9 1 1 Media processing device corresponds to the white dynamic trading machine 11 12 9 1 1 Media lottery prediction device Corresponds to the remote control device 15 9 1 I Media lotus management device corresponds to the cash lotus robot 13 »S moves out 1 1 receiving device 14 9 remote control device 15» and 1 1 The present invention is not limited to the configuration of the embodiment 〇1 IC Brief description of the drawings CM3 Description 1 1 1 -5 3- 1 1 1 The paper size is applicable to the Chinese National Standard (CNS) A4 specifications (210X297 mm) A7 B7 Printed by Beigong Consumer Cooperatives, Central Bureau of Standards, Ministry of Economic Affairs Description of the invention (52) 1 1 Figure 1 is a squint drawing of a white transaction transaction and cash management device 0 1 1 Circle 2 is a schematic plan view »Used to indicate white transaction Easy machine and cash usage 1 1 Management device communication status 〇y-ν Please 1 first 1 Figure 3 is the remote control device; set the control of the road road garden "Read 1 back 1 tgft brain 4 is the control circuit block of the cash lotus robot Fig. 1 of Fig. 5 is the flow chart of the management process of cash utilization before and after. Note 1 I matter 1 Fig. 6 is the flow chart of the management process of cash utilization when B is 0 item 1 Fig. 7 is the amount of cash utilization The description diagram 〇 Writing this book I fBt State 8 is the explanation diagram of the inference 〇 Page 1 | Figure 9 is the illustration diagram of the system lotus 〇1 I Figure 10 is the explanation diagram of the inference of the amount of cash used 〇1 1 Figure 11 is the illustration diagram t Used to represent inference content. 〇 Order 1 1 FIG. 12 is an explanatory diagram t used to represent the individual system integration of the white trading machine 0 1 1 Figure 13 is an explanatory diagram »Used to represent inference calculation and learning functions 〇1 I Figure 14 is an illustration of the degree-dependent drawing function (ΞΙ 〇1) Figure 15 is an explanatory diagram of probability density distribution 〇1 Figure 1 6 is an explanatory diagram of the probability density distribution of the required quantity. 〇1 I Figure 1 7 is an illustration of the paper money shortage rate (dangerous eyelid rate) at the time point ti. Solid circle 〇1 1 Figure 1 8 is an explanatory diagram of the risk rate. 〇1 | 19 is an explanatory diagram of hazard rate correction. 〇1 | FIG. 20 is an explanatory diagram * used to indicate the setting display of the mark. I 1 FIG. 21 is a block diagram of the upper and lower limit processing structure 0 1 | FIG. 22 is a flowchart of the upper and lower limit processing 0 1 1 -54- 1 1 1 This paper scale is applicable to the Chinese National Standard (CNS) A4 (210X297 mm) A7 Β7 printed by the Employees ’Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economy V. Description of invention (5 3) Figure 23 is an explanatory diagram showing the display of exceeding the upper limit. FIG. 24 is an explanatory diagram for showing a specific example of the system. FIG. 25 is an explanatory diagram showing the display of the setting of the store. FIG. 26 is a flowchart for showing the factor generation process. Fig. 27 is an explanatory diagram showing the display of effective knowledge. Fig. 28 is a flowchart of the generation processing of additional rule knowledge. FIG. 29 is an explanatory plaque used to indicate the contents of the offset history file. Fig. 30 is an explanatory diagram for indicating the reserve setting. FIG. 31 is a flowchart of the correction process. Fig. 32 is an explanatory diagram showing the display of correction processing. Fig. 33 is an explanatory diagram displayed to guide the setting of additional rules. FIG. 34 is an explanatory diagram for showing the setting of the addition rule. FIG. 35 is an explanatory diagram showing predicted values and actual measured values using MJ. Fig. 36 is a flowchart of the prediction value monitoring process. Fig. 37 is an explanatory diagram of the suitability of rules. Fig. 38 is a flowchart of inference processing between devices. Fig. 39 is an explanatory diagram showing the use of funds between devices. Fig. 40 is an explanatory diagram of the transition of the amount of Kunjin. Fig. 41 is an explanatory diagram showing correction of the use margin. Fig. 42 is an explanatory diagram showing cash replenishment in the case of fixed demand. · Figure 43 is an explanatory diagram showing the cash replenishment of the fixed margin of forecasted demand. Figure 44 is an explanatory diagram, the paper size of the cash replenishment paper used to indicate the situation of forecasting the demand is applicable to the Chinese national standard (CNS> Α4 specification (210Χ297mm) (please read the precautions on the back before filling this page). Order A7 B7 V. Description of the invention (54) Charge 0 Figure 45 is an explanatory diagram used to indicate the cash replenishment of the time-delayed fixed margin of forecasted operational requirements. Figure 46 is a sharp chart used to represent time Delayed cash replenishment in the case of forecasted demand. Figure 47 is an explanatory diagram used to show the display of the amount of replenishment for each trading machine 0 Figure 48 is an explanatory diagram used to show an example of the replenishment of each trading machine, Figure 49 It is an explanatory diagram used to show other examples of supplements to various trading machines. [Explanation of symbols] 11,12 ---- Automatic trading machine 13 ---- Kun Jinlian's user tool 14 ——Automatic teller device 15- --- Remote control device ^^^ 1- I —ml tuv nn — ^ ϋ ^^^^ 1 (Please read the precautions on the back before filling this page) Printed by Employee Consumer Cooperative of the Central Bureau of Economic Affairs of the Ministry of Economic Affairs -This paper scale applies the Chinese National Standard (CNS) A4 specification (2 0X297 mm)

Claims (1)

A8 B8 C8 D8 申請專利範圍 第 84109100號「 置，及媒體蓮用 經濟部中央標準局員工消費合作社印製 巧申請專利 1 . 一種媒 記億 Μ να EXT 連用 持定 來根據 ,預測 依據 之交易 2 .如申請 備有： 輸入 記億裝 實績； 依據 用置實 3.如申請 備有用 用量之 依據 範圍： 體蓮用 裝置， 量預測 裝置， 依照上 交易媒 上述交 媒體蓮 專利範 装置， 置，用 而 上述交 績來預 專利範 來使交 實績進 上述之 媒體運用量預測裝置，媒體運用管理裝 置推論方法j專利案 (85年10月17日修正） 量預測装置，其待擻偽具镅有： 用來記億按照預先設定之分類之交易媒 規則； 用來待定上述之分類；和預测装置，用 述持定分類之交易媒體蓮用置預測規則 體運用量；而 易媒體蓮用董預測規則來預測指定期間 用量。 圍第1項之媒體運用量預測裝置，並具 用來輸入交易媒體蓮用量之實績值；和 來記億上述之被輸入之交易媒體浬用量 易媒體運用量預測規則和該交易媒體蓮 测指定期間之交易媒髏蓮用量。 圍第1項之媒體運用量預測裝置，並具 易媒體蓮用量之預測結果和交易媒醴運 行比較之比較裝置；而 比較結果來學習交易媒體運用量預測規 -1 - --------1 -裝------訂-----1 猓 (請先閲讀背面之注意事項再填寫本頁) 本紙張尺度適用中國國家標準（CNS ) A4規格（210X297公釐） A8 B8 C8 D8 六、申請專利範圍則。 經濟部中央標準局員工消費合作社印製 具運 交 之 易 媒 用體 有 指行 易補 並體 個 置 交 易 蓮媒 保 成進 交， ，媒 一 裝 之 交；體易 體 變置 行量 置易 毎 理 應 之量媒交 媒 會裝 進定 裝交 示 處：對 應用易之 易 量理 體指 測個 顯 易有所 對運交.量 交 有處 媒為 預一 - 交備類 所匾述用 之 保易 對成 量毎 量。對具分 .，類媒上運 置 體交 據會 用之 用童行為之 類分易照之 裝 媒之 根量 蓮置 蓮用進激定 分之交依間 理 易述 於有 體装 體運來特設 之定測於期 處 交上。用保 媒理 媒體用其先 述指預當定 易 之於收像體 之處 易媒，，預 上被來相指 交 置對回，媒 項易 交易置收億；定述用纳之 視 裝置或置之 1 交 之交裝回記則指上，收到 監 理裝 \ 裝置 第個 到之理或來規來照則來测 來 處納和理装 圍多 測置管充用測用依規用預 用 易收充管理 範示 預裝用補，預，，測，所 ， 交述補用處 利顯 述理蓮之置量置置預置則 置 述上之蓮體 專來而上處體體裝用裝裝置裝規 裝 上自體髏媒 請用；據體媒媒憶運定測用纳测及視而據，媒媒之 申有量依媒種易記體指預運收預以監.，根量易種理 如備用 易一交 媒 體 量.， 量 定交一處 ；(-裝 訂 ^ 涨 (請先閱讀背面之注意事項再填寫本頁) 本紙張尺度適用中國國家標準（CNS ) Α4規格（210 X 297公釐） 經濟部中央標準局員工消費合作社印製 A8 B8 C8 D8 、申請專利範圍 充和/或回收指定量之媒體，設有：根據上述媒體處 理裝置在指定動作期間所進行之交易處理之媒體之處 理量來推論最適當之運用量之推論裝置。 7. 如申請專利範圍第6項之媒體蓮用管理裝置，傷使用 多台之上述媒體處理裝置；而 上述之推論裝置偽依據上述多台之媒體處理裝置所 進行交易處理之媒體之金體處理量來推論最適當之全 體蓮用量。 8. —種媒體運用管理装置之媒體運用量推論方法，該媒 體蓮用管理裝置係根據對媒體進行交易處理之媒醱處 理裝置之媒體保有量會成為指定量來補充和/或回收 指定置之媒體；而 根據過去之實績資料和發生媒體短缺之危險率，將 上述g體處理裝置之指定動作期間所進行之交 易處理之媒體蓮用置，推論出最適當之蓮用量。 9. 一種媒體蓮用管理裝置之媒體蓮用量推論方法，該媒 體蓮用管理裝置像根據對媒體進行交易處理之媒體處 理装置之媒體保有量會成為指定董來補充和/或回收 指定量之媒髏；而 根據過去之實績資料，將上述媒體處理装置之指定 動作期間所進行之交易處理之媒體之運用量，分成放 出量和運用邊際量而推論出最適當之運用量。 10. 如申請專利範圍第9項之媒體蓮用管理裝置之媒體 -3 - 本紙張尺度適用中國國家標準（CNS ) A4規格（2[0X297公釐） --------?-裝------訂-----.線 (請先閲讀背面之注意事項再填寫本頁) A8 B8 C8 D8 經濟部中央標準局員工消費合作社印製 六、申請專利範圍 1 1 運 用 量 推 論 方 法 » 其 中 按 照 上 述 放 出 量 之 推 論 值 修 正 1 1 上 述 運 用 邊 際 量 〇 1 1 11 . — 種 媒 髏 蓮 用 管 理 裝 置 之 媒 體 運 用 量 推 論 方 法 i 該 請 1 先 1 媒 體 蓮 用 管 理 裝 置 僳 根 據 對 媒 體 進 行 交 易 處 理 之 媒 體 閱 讀 1 處 理 裝 置 之 媒 體 保 有 置 會 成 為 指 定 量 來 補 充 和 / 或 回 背 1¾ 1 I 之 1 收 指 定 量 之 媒 體 ; 而 注 意 1 I 根 據 過 去 之 實 績 資 料 1 將 上 述 媒 體 處 理 裝 置 之 指 定 事 項 再 1 動 作 期 間 所 進 行 之 交 易 處 理 之 媒 體 之 運 用 量 » 以 具 有 填 寫 本 έ 等 级 而 推 論 出 最 適 當 之 運 用 量 〇 頁 、_〆 1 I 12 . 如 申 請 專 利 範 圍 第 8 t 9 1 10或11項之媒髏運用管 1 1 理 裝 置 之 媒 體 蓮 用 量 推 論 方 法 > 該 上 述 媒 體 運 用 量 之 1 1 推 論 具 有 以 參 數 作 為 標 記 * 任 意 的 設 定 標 記 藉 以 進 行 1 訂 推 論 » 以 及 其 推 論 值 設 定 上 限 值 和 下 限 值 〇 1 13 . 種 媒 體 蓮 用 管 理 裝 置 9 採 用 甲 請 專 利 範 圍 第 8, 1 I 9， 10或11項之媒體蓮用量推論方法， 其中設有顯示 1 I 裝 置 以 顯 示 上 述 媒 鱧 運 用 量 推 論 中 之 有 效 參 數 〇 1 14 . — 種 媒 體 蓮 用 管 理 裝 置 1 偽 採 用 請 專 利 範 圍 第 12 | . 項 之 媒 體 運 用 置 推 論 方 法 » 其 中 設 有 顯 示 裝 置 用 來 顯 1 示 上 述 媒 髏 蓮 用 量 推 論 中 之 有 效 參 數 〇 1 1 15 . 如 申 請 專 利 範 圍 第 8 , 9 « 1 0或 11項之媒體蓮用 管 理 1 I 裝 置 之 媒 體 蓮 用 量 推 論 方 法 9 其 中 設 有 輸 入 装 置 用 來 1 1 容 許 上 述 有 效 參 數 之 設 定 輸 入 〇 1 1 16 . 如 申 請 專 利 範 圍 第 12項之媒鱧蓮用 -4 - 管 理 裝 置 之 媒 髏 1 1 1 1 1 1 1 本紙張尺度適用中國國家標準（CNS ) Λ4規格（210X297公釐） S04244 b! C8 D8 六、申請專利範圍 經濟部中央標準局員工消費合作社印製 效 8’多12裝 理顙 體値 装理指媒 之 其資 有 第論 第理 管以 媒多 理處為於 別 ，績 述 圍推 圍處 用置。之述 處體成對 式 法實 上 範來 範體 蓮裝量置上 理媒會許 型 方之 許 利用 利媒 體示用裝示 管之量容 舖 論量 容 專- 專個 媒顯蓮理顯 用理有而 店。推用 以 請法 請多 之有之管以 蓮處保； 之量量蓮 置 申方 申論 項設出用置。體易髏體 式用用體 装 用論 用推11中論蓮裝量媒交媒媒及型建運媒 入 採推 採來 或其推體示用該行之之以舖體體據 輸 僳量。偽用10,所媒顯蓮，進置量；店媒媒根 有 ，用量，， ，法間之有之法體裝定定之之之將 設 置蓮用置法 Θ 方置項設出方媒理指設入當項是 中 裝體運裝方8,論裝12中論論對處收之輸適21定 其理媒之理論 第推理第其推推來體回式定最第設 ,。管之間管推 圍量處圍，所量用媒或型設出圍之 法入用1¾置用量。範用體範法間用置該\ 舖所論範式 方输運11裝蓮用量利蓮媒利方置蓮設據和店於推利型 論定髏或理髏運用專體個專論裝體舖根充之應，專舖 推設媒-處媒髏蓮請媒多請推理媒店並補量對定請店 量之種10體種媒之申之述申童處種在，來用據設申述 用數一 -媒一之間如置上如用體 一偽置量蓮根則如上 運參，9 個 ·項置.裝示.蓮媒.置装定體 規.中 7 8 9 0 1 2 —裝 訂 / 線 (請先閱讀背面之注意事項再填寫本頁) I 本紙張尺度適用中國國家標準（CNS ) Λ4規格（210 X 2<)7公釐） 申請專利範圍 A8 B8 C8 D8 經濟部中央標隼局員工消費合作社印製 法 度 有推 其 法設 其該 其該21媒 方 確 度所 ，。方地 ，定 ，定 第之 論 精 確正 法則論動 法設 法設 圍當 推 量 而精補 方規推自 方地 方地 範適 量 用 之向 論或量並 論動 論動 利最 。用 蓮 量量方 推 \ 用， 推自 推自 專出 定蓮 之 用用度 量和運數 量和 量並 請論 設體 出 運運確 用值體參 用， 用， 申推 動媒 論 之出精 蓮正媒有 運數 蓮數 用而 自之 推 出論高 髏補之具 體參 體參 採， 以項 定 論推提 媒許項論 媒有 媒有 係法 加22判 推所依 之容22推 之具 之具 ，方 式或 來 所定置 項定或之 項論 項論 置論 型21用 正判裝23設21量23推24推 裝推 種第 ， 補置正 第偽第用 第之 第之 理置 多圍 置 來裝補 圍置圍運 圍量 圍量 管用 之範 裝 用定用。範裝範塍 範用 範用 用運 定利 定 ，判利量利正利媒 利運 利運 運體 設專：判 置度就用專補專述。專體 專體 體媒。 所請有度 裝確，運請之請上數諳媒 請媒 媒之量 先申備確及正精時之申述申中參申述。申述。種項用 預如具精以補當移出如上如其該如上數如上數一22運 料·， ; 偏論.中.，定.中參.中參.或體 3 4 5 6 7 8 I -裝 务 (請先閱讀背面之注意事項再填寫本頁) 本紙張尺度適用中國國家標準（CNS > A4規格（2 ί Ο X 297公釐） 六、申請專利範圍 A8 B8 C8 D8 經濟部中央標準局員工消費合作社印製 23運24運25運 媒交 中 中 體。體。體。其 第體 第髏 第體 ，該 其 其 媒成媒成媒成 ， 圍媒 圍媒 圍媒 置中 ， ， 之構之構之構法 範之 範之 範之 裝其 置 置 置所置所置所方 利當 利當 利當 測， 裝 裝 裝幣裝幣裝幣論 專適 專適 專適 預法 理 理 理貨理貨理貨推 請最 請最 請最 童方 管 管 管由管由管由量 申出 申出 申出 用論 用 用 用係用偽用偽用 用論 用論 用論 蓮推 運 運 運體蓮體運體運 採推 採推 採推 體量 體 體 體媒體媒體媒體。 偽而 偽而 偽而 媒用 媒 c媒。媒易媒易媒易媒成 -- ·, ,, 之運 之成之成之交之交之交之構 置法 置法 置法 項體。項構項構項該項該項該項所 裝方 装方 裝方 1 媒成 5 所 6 所 0〇 中 9 中 1中 2 幣 理論 理論 理論 第其構第幣第幣第其第其第其第貨 管推 管推 管推 圍或所圍貨圍貨圍，圍，圍，圍由 用量 用量 用量 範置幣範由範由範法範法範法範俗 運用 蓮用 運用 利裝貨利傜利偽利方利方利方利體 體運 體蓮 體蓮 專理由專體專體專論專論專論專媒 媒體 媒體 媒腥 請管偽請媒請媒請推請推請推請易 種媒。種媒。種媒。申用體申易申易.申量申量申量申交 一 之童 一之量 一之量如運媒如交如交如用如用如用如該 .項用‘項用.項用.體易.該.該.蓮.運.蓮.中 9 0 1 2 3 4 5 6 7 8 --------1 I裝------訂-----：線 (請先閱讀背面之注意事項再填寫本頁) 本紙張尺度適用中國國家標準（CNS ) A4規格（21 βΧ 297公釐）A8 B8 C8 D8 Patent application scope No. 84109100 "set up, and the media is printed by the Ministry of Economy Central Standards Bureau Employee Consumer Cooperatives. Patent application 1. A kind of media record billion Μ να EXT combined use basis, forecast based on the transaction 2 .If the application is prepared: Enter the record of 100 million installed performance; based on the actual use 3. If the application is prepared to use the amount of useful basis: the body lotus device, the amount prediction device, according to the above trading media lotus patent patent device, set, The above performance is used to pre-patent the model to make the actual performance into the above media usage forecasting device, media usage management device inference method j patent case (amended on October 17, 1985) quantity forecasting device, and its pending pseudo-america There are: used to remember billions of trading media rules in accordance with the pre-set classification; used to determine the above classification; and prediction devices, used to hold the classification of the transaction media lotus set prediction rule body usage; and easy media lotus use Dong ’s forecasting rules to predict the usage in a specified period. The media usage forecasting device in the first item, with the actual amount used to input the transaction media lotus usage Achievement value; He Lai Yiyi The above-mentioned input transaction media usage amount, easy media usage prediction rule and the transaction media lotus usage for the specified period of the trading media. The media usage prediction device of item 1 and A comparison device that compares the prediction results of the usage of EasyMedia Lotus with the operation of the trading media; and the comparison results to learn the prediction rule of the usage of trading media-1 --------- 1 -installation ------ booking- ---- 1 猓 (please read the precautions on the back before filling in this page) The paper size is applicable to the Chinese National Standard (CNS) A4 specification (210X297mm) A8 B8 C8 D8 6. The scope of patent application. Central Ministry of Economic Affairs The Bureau of Standards ’Staff Consumer Cooperatives printed the media used for transportation and delivery. They included the replenishment of the trade and the transaction of the lotus medium, and the exchange of the media was installed; the change of the volume of the body was easy. The quantity media agency will be installed in the custom-made delivery office: the application of Yiyi's easy-to-quantify physical indicators indicates that it is easy to ship. The quantity of the media is the pre-one-the plaque used in the preparation class Bao Yi measures the quantity of each. The use of child behavior and the like will be used to set the root of the media. The exchange of lotus and lotus is determined by the reason. It is easy to describe in the physical body. Use the media to use the media to use its pre-statement to refer to the pre-determined exchange where the media is received, pre-admitted to refer to the exchange and return, the media items are easy to trade and receive 100 million yuan; Depends on the device or the set-up of the first hand-back record, it refers to the above, the first reason to receive the supervision equipment \ device to come to the rules to measure and accept and manage the multi-test tube filling and testing The pre-use and easy-to-charge management model is used for pre-installation, pre-installation, pre-testing, measurement, testing, and reporting. Please use the self-bones medium for body equipment installation; according to the body media media memory test and test and depending on the data, the amount of the media media is based on the media type. Supervise, the root volume is easy to sort, such as the spare Yiyi media volume., The volume is fixed at one place; (-binding ^ increase (please read the notes on the back before filling this page) This paper scale applies the Chinese National Standard (CNS) Α4 specification (210 X 297 mm). The A8 B8 C8 D8 printed by the Employee Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs, patent-applicable, and / or recycled specified amount of media, with: An inference device for inferring the most appropriate amount of use based on the amount of media processed by the above-mentioned media processing device during the transaction process during the designated operation. 7. If the management device for media lotus of claim 6 is used, multiple of the above-mentioned media processing devices are used; and the above-mentioned inference device is based on the metal processing of the media processed by the above-mentioned multiple media processing devices. To infer the most appropriate amount of lotus. 8. A method for inferring the media usage of a media management device. The media management device is based on the media holding amount of the media processing device that deals with the media transaction will become the specified amount to supplement and / or recycle the specified set. Media; and based on past performance data and the risk rate of media shortages, the media lot of the transaction processing during the specified action of the above g-body processing device is used to infer the most appropriate lotus amount. 9. A method for inferring media lot usage of a media lot management device, the media lot management device like the media holding amount of a media processing device that performs transaction processing on media will become a designated director to supplement and / or recycle a specified amount of media According to the past actual performance data, the amount of media used in the transaction processing during the specified action of the media processing device is divided into the amount of release and the margin of use to infer the most appropriate amount of use. 10. For example, the media of item 9 of the application scope of the media lotus management device -3-This paper standard is applicable to the Chinese National Standard (CNS) A4 specification (2 [0X297mm) --------?-Installed ------ Subscribe -----. Line (please read the notes on the back before filling in this page) A8 B8 C8 D8 Printed by the Employee Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economy VI. Patent Application Scope 1 1 Usage Inference method »In which 1 1 11 is used according to the inferred value of the above-mentioned release amount. — The method for inferring the amount of media usage of the management device for the medley lotus i. Media reading for media transaction processing 1 The media retention of the processing device will become the specified amount to supplement and / or back up 1¾ 1 I of 1 to receive the specified amount of media; and note that 1 I based on past performance data 1 Treatment equipment Set the designated matters and then the amount of media used in the transaction processing during the action »Infer the most appropriate amount of use with the level of this book. _〆1 I 12. For example, if the scope of the patent application is 8 t 9 1 Item 10 or 11 of the use of media crossbones 1 1 Inference method for media lot usage of the device > 1 of the above media usage 1 1 inferences have parameters as markers * arbitrary setting markers to make 1 order inferences »and inferences Value setting upper and lower limit values 〇1 13. This kind of media lotus management device 9 adopts the method of inferring media lotus amount inferred by the patent claims No. 8, 1 I 9, 10, or 11, which has a display 1 I device In order to display the effective parameters in the inference of the above-mentioned media utilization amount 〇1 14. — A media lotus management device 1 Pseudo-adopting patent coverage item 12 |. Media usage inference method of item »which has display It is used to display 1 to show the effective parameters in the above-mentioned media lotus usage inference 〇1 1 15. For example, the patent application scope 8, 9 «10 or 11 items of media lot management 1 I device media lot usage inference method 9 There is an input device for 1 1 to allow the input of the above valid parameter settings 〇1 1 16. For the patent application of the 12th item of the media-4-management device of the media 1 1 1 1 1 1 1 The paper standard is applicable to the Chinese National Standard (CNS) Λ4 specification (210X297 mm) S04244 b! C8 D8 VI. Scope of Patent Application Printed by the Employee Consumer Cooperative of the Central Bureau of Standards of the Ministry of Economic Affairs Among them, the management of the first section of the management of the media is based on the multi-media management, and the performance of the surrounding management is used. The method of pairing method is based on the fact that the volume of the body is set by the body of the fan. The volume of the media will be approved by the media agency. The use of the media will show the volume of the volume. Significant use of reason and shop. Promote the use of the law, please have more control over the lotus to protect; measure the amount of lotus set up, and apply for the item. The body is easy to use, and the body is used. The theory of use is based on the introduction of lotus media in the 11th chapter. Forgery 10, the media shows the lotus, and the amount of purchase; the store media has roots, usage ,,, and the legal body of the law. The set is set. The lotus is set by the method. The square set item sets the square medium. Refers to the current item is the Zhongzhuang body shipping party 8, the theory in the 12th chapter on the treatment of the collection of the 21st theoretic theory of the rationale and the second inference of the inferiority of the body. Between the tubes, push the surrounding volume, and use the medium or type to set the surrounding volume. This model is used by the model and the shop. The model paradigm is used to transport the 11th lotus amount. The lotus medium is used to set the lotus. The basis and store are based on the push type theory. In response to the needs, specialize in the promotion of media-please find the media, please inquire the media store, and make up the description of the 10 types of media for the requested store. The representation is used between the number one and the medium one as if it were set as the body one and the pseudo-quantitative lotus root is as mentioned above. The 9 items are set. Show instructions. The lotus medium. Set the fixed body rule. Medium 7 8 9 0 1 2 —Binding / Line (please read the precautions on the back before filling in this page) I The size of this paper is applicable to the Chinese National Standard (CNS) Λ4 specification (210 X 2 <) 7mm) Scope of patent application A8 B8 C8 D8 Central Economic Ministry Standard Falcon Bureau ’s employee consumer cooperatives have published a method to establish their accuracy of the 21 media parties. Fangdi, Ding, Dingdi's theory of the theory of correctness, the theory of law, the law of law, and the design of the surrounding area should be based on the amount of inference, while the refined rules should be derived from the theory of quantity or quantity, and the theory of movement should be the most profitable. Use the lotus amount to measure and push, use the self-introduction from the specific use of the lotus and the quantity and quantity of the use of the lotus. Lianzheng media has the function of lotus and lotus numbers, and it introduces the specific parameters of the high cross supplement. It is based on the term conclusion. The tool, the method, or the item can be set. The theory of the theory of the theory of the theory of the theory of the theory of the 21 or the theory of the theory of the 21 using the positive judgment 23 set the 21 quantity 23 push 24 push the introduction of the first, the replacement of the first and the second Use multiple enclosures to install the enclosures, enclose the enclosures, enclose the enclosures, use the enclosures, and use them as standard. Fanzhuang Fancheng Fanyong Fanyong is used to determine the profit, determine the amount of profit and benefit the right media. Special media Special media. Please ask for the correct amount, please refer to the number of media requested, please refer to the amount of the media. Representation. This kind of item is pre-prepared to be precise to make up for when it is removed as above. It should be as above. As above, the number is as above. 22 shipments .; Partial theory. In., Ding. In the reference. In the reference. Or body 3 4 5 6 7 8 I-installed (Please read the precautions on the back and then fill out this page) This paper scale is applicable to Chinese national standards (CNS & A4 specifications (2 ί X 297 mm) 六. Patent application scope A8 B8 C8 D8 Central Bureau of Standards of the Ministry of Economic Affairs Employee consumer cooperatives print 23 games, 24 games, 25 games, and deliver them to the middle body. The body. The body. The body is the first body. The medium is formed by the medium. The surrounding medium is placed in the middle. The structure of the structure of the structure of the structure of the model of the model of the placement of the placement of the home and the premises of the profit and profit should be measured, loaded, loaded, currency, currency, theories, the suitability, the suitability, the suitability, the suitability, the suitability The most requested, the most requested, the most requested, the most requested, the most square, the tube, the tube, the tube, the tube, the volume, the application, the application, the application, the application, the application, the application, the application, the application, the application, the application, the application, the application, the application, the application, the application, the application, the application. Promoting and choosing mass media media media. Intermediate Media Intermediate Media Intermediate Media --- ,,,, the success of the success of the turn of the turn of the turn of the turn of the turn of the method of the method of the method of setting the law. Fang Zhuang Fang Zhuang Fang 1 Intermediate 5 Institute 6 Institute 0〇 9 9 1 1 2 Theoretical Theories The second structure The second currency The second currency The second cargo tube The push tube pushes the tube or the enclosed goods Surrounding goods, surrounding, surrounding, surrounding, usage, usage, usage, usage, usage, usage, usage, usage, usage, usage, usage, loading, profit, false, profit, profit, profit, profit Lotus body lotus reason, special body, special body, monograph, monograph, media, media, media, please manage pseudo media, media, please refer, please refer to easy seeding media. Seeding media. Seeding media. Shen Yi. Shen Yi, Shen Yi, Shen Yi, Shen Yi, Yi Yi, Yi Yi, Yi Yi, such as transport media, such as intermediary, such as intermediary, such as, such as. The. Lotus. Yun. Lotus. Middle 9 0 1 2 3 4 5 6 7 8 -------- 1 I installed -------- order -----: line (please read the back side first (Notes and then fill out this page) This paper scale is applicable to China National Standard (CNS) A4 specification (21 βΧ 297 Mm)
TW084109100A 1994-09-01 1995-08-31 TW304244B (en)

Applications Claiming Priority (5)

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JP23407094 1994-09-01
JP24475494 1994-09-12
JP25746194 1994-09-26
JP7975395 1995-03-10
JP23334095A JPH08315217A (en) 1994-09-01 1995-08-18 Medium operation quantity predicting device, medium operation managing device, and medium operation quantity inferring method

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JP4897590B2 (en) * 2007-06-29 2012-03-14 東芝テック株式会社 Change reserve management device and change reserve calculation method
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JP5129878B1 (en) * 2011-07-14 2013-01-30 カンダコーポレーション株式会社 Replenishment change forecast system for change distribution service
JP5329636B2 (en) * 2011-12-21 2013-10-30 東芝テック株式会社 Change reserve management device
JP2021077275A (en) * 2019-11-13 2021-05-20 ローレルバンクマシン株式会社 Cash-in-drawer management device, cash-in-drawer management method, and program

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