JP7399380B2 - Trading strategy verification method, its device and its program - Google Patents
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本発明は、株式、為替、金利等の金融商品（以下、商品）の過去の価格や出来高等の時系列情報（以下、取引情報）を用いた売買ストラテジーの検証を、電気通信システムを利用して実施する方法、その装置およびそのプログラムに関する。 The present invention utilizes a telecommunications system to verify buying and selling strategies using time-series information (hereinafter referred to as transaction information) on past prices and volume of financial products (hereinafter referred to as products) such as stocks, foreign exchange, interest rates, etc. The present invention relates to a method for implementing the same, an apparatus for the same, and a program for the same.
商品の取引情報を分析し、投資家の売買を支援するシステムが知られている。例えば、特許文献１には、商品の取引情報から様々なテクニカル指標を算出し、算出されたテクニカル指標を商品別に時系列でプロットしてチャート化し、得られたチャートから相場変化の予測指標を演算し、その結果をウェブページにまとめ、コンピューターネットワークを介して投資家に提供する方法が公開されている。 2. Description of the Related Art Systems that analyze product transaction information and support investors in buying and selling are known. For example, Patent Document 1 discloses that various technical indicators are calculated from product transaction information, the calculated technical indicators are plotted in time series for each product to form a chart, and a prediction indicator of market price changes is calculated from the obtained chart. A method has been published that summarizes the results on a web page and provides it to investors via a computer network.
商品の取引情報を用いて、投資家がそれぞれ独自に作成した売買ストラテジーを検証するシステムも知られている。売買ストラテジーは、多くの場合様々なテクニカル指標をベースにした仕掛けルールや手仕舞いルールから構成されるが、例えば、特許文献２には、投資家が指定した価格変動パターンを考慮して売買ストラテジーを設定する方法が公開されている。又、投資家が保有する資金量に配慮し、売買ストラテジーに資金管理ルールを組み込むことが可能なシステムも既に知られており、売買ストラテジーは複雑化する傾向にある。従来の売買ストラテジー検証システムにおいては、投資家は売買ストラテジーを検証し、最適化するために、下記に記述する（１）から（３）を必要な数だけ繰り返すという方法で行っていた。 There are also known systems that use product transaction information to verify buying and selling strategies independently created by investors. Buying and selling strategies are often composed of entry rules and exit rules based on various technical indicators, but for example, Patent Document 2 describes a method of setting buying and selling strategies in consideration of price fluctuation patterns specified by investors. A method has been published. Additionally, systems are already known that take into consideration the amount of funds held by investors and can incorporate fund management rules into trading strategies, and trading strategies tend to become more complex. In conventional trading strategy verification systems, investors repeat steps (1) to (3) described below as many times as necessary in order to verify and optimize their trading strategies.
（１）売買対象とする１つもしくは複数の商品（以下、売買対象商品）と売買対象商品を売買するための独自のルールとを含むストラテジー（以下、売買ストラテジー）、および売買ストラテジーの検証を行う過去の期間（以下、検証期間）を検証装置に入力する。
（２）検証装置が売買ストラテジーに含まれる全ての商品の取引情報を用いて売買ストラテジーを検証している間、待機する。
（３）検証処理完了後にその結果を確認し、売買回数、勝率、合計損益、ドローダウン等の成績をメモする等の方法で、既に行った検証結果と比較し、売買ストラテジーや検証期間を修正する。
(1) Verify a strategy (hereinafter referred to as a trading strategy) that includes one or more products to be traded (hereinafter referred to as a trading target product) and unique rules for buying and selling the trading target product (hereinafter referred to as a trading strategy), and the trading strategy. A past period (hereinafter referred to as a verification period) is input into the verification device.
(2) Wait while the verification device verifies the buying and selling strategy using transaction information of all products included in the buying and selling strategy.
(3) After the verification process is completed, check the results and make notes of the results such as number of trades, winning rate, total profit and loss, drawdown, etc., and compare with the verification results already performed, and modify the trading strategy and verification period. do.
上記従来の方法には、投資家が売買ストラテジーと検証期間（以下、２つを合わせて検証情報）を入力後、検証装置による検証処理が完了するまで、新たな検証情報を入力できず、売買ストラテジーを完成させるまでに膨大な時間と手間を要するという問題点がある。これは、以下のケースにおいて顕著な問題となる。 In the conventional method described above, after an investor inputs a trading strategy and a verification period (hereinafter referred to as verification information), new verification information cannot be entered until the verification process is completed by a verification device, The problem is that it takes a huge amount of time and effort to complete a strategy. This becomes a significant problem in the following cases.
まず、売買対象商品が複数存在するケースである。現在、例えば株式市場に上場している全銘柄を一括検証することができるシステムが知られているが、株価指数や為替等の単一商品の検証に比べると、多くの処理時間を要する。検証結果のおおよその傾向を知るために、指定された売買対象商品の一部のみを検証することによって処理時間を短縮する、といった機能の提供も知られているが、処理時間が短くなる代わりに検証の正確性が落ちるという課題が残されている。 First, there is a case where there are multiple products to be bought and sold. Currently, systems are known that can collectively verify all stocks listed on the stock market, for example, but these systems require more processing time than verification of a single product such as a stock index or foreign exchange. It is also known to provide a function that shortens the processing time by verifying only a part of the specified product to be bought and sold in order to know the approximate trend of the verification results, but in exchange for shortening the processing time, The problem remains that the accuracy of verification is decreasing.
次に、売買ストラテジーが複雑なケースである。売買ストラテジーは、多くの場合テクニカル指標をベースにした仕掛けルールや手仕舞いルールを含むが、それぞれが複雑になればなるほど、検証にかかる時間は長くなる。又、現在既に一部のシステムでは売買ストラテジーに資金管理ルールを組み込むことも可能となっているが、当該システムでは各投資家の持つ資金量を考慮し、実際の売買により近い形で検証が行われるため、処理時間は長くなる。 Next is a case where the buying and selling strategy is complex. Trading strategies often include entry and exit rules based on technical indicators, and the more complex each is, the longer it takes to verify them. Additionally, some systems are already making it possible to incorporate fund management rules into trading strategies, but these systems take into account the amount of funds held by each investor and perform verification in a manner that is closer to actual trading. processing time will be longer.
最後に、検証期間が長いケースである。信頼性の高い売買ストラテジーを作成するには、長期間での検証が不可欠だが、検証期間が長ければ長い程、処理時間を要する。 Finally, there is a case where the verification period is long. To create a reliable trading strategy, long-term verification is essential, but the longer the verification period, the longer the processing time will be.
さらに、上記従来の方法には、こうした処理時間を要する検証を行う場合に検証装置をウェブサーバと連携させることが困難になるといった問題点もある。ウェブアプリケーションはブラウザ等のウェブクライアントからのリクエストをリアルタイムに処理して結果を返すことが求められるためである。その結果、投資家は自らが保有するパーソナルコンピュータ、スマートフォン、タブレット等、様々な通信端末からその時々の環境に応じて任意の端末を選び、広く普及したブラウザ等のウェブクライアントを用いて、端末ごとにレイアウトが調整された画面から売買ストラテジーの検証を行うことができなかった。例えば、一般の勤労者等が通勤中はスマートフォンで、帰宅後はパーソナルコンピュータで、効率的に検証を進めることが困難であった。 Furthermore, the conventional method described above also has the problem that it is difficult to link the verification device with the web server when performing verification that requires such processing time. This is because web applications are required to process requests from web clients such as browsers in real time and return results. As a result, investors can select any terminal from among the various communication terminals they own, such as personal computers, smartphones, and tablets, depending on the environment at the time, and use web clients such as widely used browsers to It was not possible to verify the buying and selling strategy from the screen whose layout was adjusted. For example, it has been difficult for ordinary workers to carry out verification efficiently on their smartphones while commuting and on their personal computers after returning home.
本発明は、このような事情に鑑みなされたもので、投資家が、処理時間を要する検証を繰り返しながら効率よく独自の売買ストラテジーを作成することのできる売買ストラテジー検証方法、その装置およびそのプログラムを提供することを目的とする。 The present invention was made in view of the above circumstances, and provides a trading strategy verification method, an apparatus therefor, and a program therefor, which enable investors to efficiently create their own trading strategies while repeating verifications that require processing time. The purpose is to provide.
上記目的を達成するために、本発明は、投資家による検証情報の入力と、検証装置による検証処理の実行と、投資家による検証結果の確認とを分離することを特徴とする。具体的には、検証装置が、あらかじめ商品の取引情報を記憶部に保存し、既に記憶部に保存した検証情報に基づく検証処理の開始や完了を待つことなく、新たな検証情報を入力情報として受領し、受領した検証情報を記憶部に保存し、検証情報の受領や保存とは非同期に、検証情報を記憶部から取得し、当該検証情報に含まれる全ての商品の取引情報を記憶部から取得し、当該検証情報と当該取引情報とを用いて検証期間における売買ストラテジーの検証処理を実行し、検証処理完了後に検証結果を検証情報に対応付けて記憶部に保存し、別途任意のタイミングで、既に保存した検証情報の中から指定された条件に合うものを抽出し、抽出された各検証情報に対応づけられた検証結果を記憶部から取得し、検証処理の進捗状況の確認だけでなく検証結果の内容の比較も可能な検証結果一覧画面を生成して出力することを特徴とする。 In order to achieve the above object, the present invention is characterized in that input of verification information by an investor, execution of verification processing by a verification device, and confirmation of verification results by the investor are separated. Specifically, the verification device stores product transaction information in a storage unit in advance, and inputs new verification information as input information without waiting for the start or completion of verification processing based on the verification information already stored in the storage unit. The received verification information is received and stored in the storage unit, and the verification information is retrieved from the storage unit asynchronously with the receipt and storage of the verification information, and the transaction information of all products included in the verification information is retrieved from the storage unit. The verification information and transaction information are used to verify the buying and selling strategy during the verification period, and after the verification process is completed, the verification results are associated with the verification information and stored in the storage unit, and the verification results are stored in the storage unit at a separate timing. , Extracts the verification information that meets the specified conditions from among the verification information that has already been saved, retrieves the verification results associated with each extracted verification information from the storage, and not only checks the progress of the verification process. It is characterized by generating and outputting a verification result list screen that allows comparison of the contents of verification results.
すなわち、本発明の検証装置は、商品の取引情報を記憶する取引情報記憶部と、既に記憶した検証情報に基づく検証処理の開始や完了を待つことなく新たな検証情報を入力情報として受領する手段と、受領した検証情報を記憶する検証情報記憶部と、検証情報の受領や保存とは非同期に、検証情報を検証情報記憶部から取得し、当該検証情報に含まれる全ての商品の取引情報を取引情報記憶部から取得し、当該検証情報と当該取引情報とを用いて検証期間における売買ストラテジーの検証処理を実行する１つもしくは複数の検証実行部と、検証処理完了後に検証結果を検証情報と対応付けて記憶する検証結果記憶部と、別途任意のタイミングで既に保存した検証情報の中から指定された条件に合うものを抽出し、抽出された各検証情報に対応付けられた検証結果を検証結果記憶部から取得する手段と、抽出した情報を元にして検証処理の進捗状況の確認だけでなく検証結果の内容の比較も可能な検証結果一覧画面を生成して出力する画面制御部とを備え、投資家が任意のタイミングで検証装置に１つもしくは複数の検証情報を入力し、別の任意のタイミングで検証装置にアクセスし、自らが既に入力した検証情報による検証処理の進捗確認だけでなく、検証結果の内容比較も同時にまとめて行うことを可能とする。 That is, the verification device of the present invention includes a transaction information storage unit that stores transaction information of products, and means for receiving new verification information as input information without waiting for the start or completion of verification processing based on already stored verification information. and a verification information storage unit that stores the received verification information, and acquires the verification information from the verification information storage unit asynchronously with the receipt and storage of the verification information, and stores the transaction information of all products included in the verification information. one or more verification execution units that acquire from the transaction information storage unit and use the verification information and the transaction information to execute verification processing of a buying and selling strategy during a verification period; and after completion of the verification processing, the verification results are converted into verification information. A verification result storage unit that stores the verification results in association with each other, and extracts verification information that meets specified conditions from among the verification information that has already been saved at any time, and verifies the verification results that are associated with each extracted verification information. A screen control unit that generates and outputs a verification result list screen that allows not only checking the progress of the verification process but also comparing the contents of the verification results based on the extracted information. In preparation, investors can input one or more pieces of verification information into a verification device at any time, access the verification device at another time, and simply check the progress of the verification process based on the verification information they have already input. This makes it possible to compare the contents of the verification results at the same time.
上記の検証方法およびその装置においては、複数の投資家がそれぞれの検証情報を共通の検証装置に入力し、検証装置は各投資家を特定する情報（以下、アカウント情報）を生成して記憶部に保存し、各投資家が入力した検証情報をアカウント情報と対応付けて記憶部に保存し、上記と同様の手順で検証処理を実行して検証結果を記憶部に保存し、各投資家はそれぞれ別途任意のタイミングで共通の検証装置にアクセスし、それぞれのアカウント情報と対応付けられた検証情報を抽出し、検証処理の進捗確認や検証結果の内容比較を行ってもよい。 In the above verification method and device, multiple investors input their verification information into a common verification device, and the verification device generates information that identifies each investor (hereinafter referred to as account information) and stores it in its storage. , the verification information entered by each investor is associated with the account information and stored in the storage unit, the verification process is executed using the same procedure as above, the verification result is stored in the storage unit, and each investor Each of them may separately access a common verification device at any timing, extract verification information associated with each account information, and check the progress of the verification process and compare the contents of the verification results.
さらに、上記の検証方法およびその装置においては、検証装置が、各投資家が保有するパーソナルコンピュータ、スマートフォン、タブレット等の通信端末（以下、投資家端末）との間で通信し、各投資家端末に搭載されたブラウザ等のウェブクライアントを利用して当該端末のディスプレイサイズに合わせてレイアウトを調整した画面を表示し、当該画面を介して入力情報の受領と情報の出力を行ってもよい。 Furthermore, in the above verification method and device, the verification device communicates with communication terminals (hereinafter referred to as investor terminals) such as personal computers, smartphones, and tablets owned by each investor. A web client such as a browser installed in the terminal may be used to display a screen whose layout is adjusted to match the display size of the terminal, and input information may be received and information may be output via the screen.
本発明の検証方法、その装置およびそのプログラムによれば、投資家は既に入力した検証情報に基づく検証処理の完了を待つことなく、任意のタイミングで新たな検証情報を必要な数だけ検証装置に入力し、別の任意のタイミングで自らが入力した検証情報による検証処理の進捗確認と検証結果の内容比較とを同時にまとめて行うため、時間の制約から解放されると共に、検証結果の比較のために別途メモをとるといった手間からも解放され、効率よく独自の売買ストラテジーを作成し、最適化することができるようになる。さらに、検証装置をウェブサーバと連携させることが容易になり、投資家は自らが保有するパーソナルコンピュータ、スマートフォン、タブレット等の通信端末からその時々の環境に応じて任意の端末を選び、広く普及したブラウザ等のウェブクライアントを用いて、各端末のディスプレイサイズに合わせてレイアウトを調整した画面を介して売買ストラテジーの検証を進めることができるようになる。
例えば、一般の勤労者等が就寝前にパーソナルコンピュータで複数の検証情報をまとめて検証装置に入力し、起床後にその結果をまとめて確認した上で、通勤中にスマートフォンで別の検証情報を複数入力し、帰宅後パーソナルコンピュータでその結果をまとめて確認するといった効率的な検証が可能となる。
According to the verification method, device, and program of the present invention, an investor can input new verification information to the verification device as many times as necessary at any time without waiting for the completion of verification processing based on verification information that has already been input. Since you can check the progress of the verification process based on the verification information you entered and compare the contents of the verification results at the same time, you are free from time constraints and you can easily compare the verification results. You will be freed from the hassle of taking notes separately, and you will be able to efficiently create and optimize your own trading strategies. In addition, it has become easier to link verification devices with web servers, allowing investors to choose any communication device they own from their own personal computers, smartphones, tablets, etc. depending on the environment at the time. Using a web client such as a browser, it will be possible to proceed with the verification of buying and selling strategies via a screen whose layout has been adjusted to match the display size of each terminal.
For example, an ordinary worker inputs multiple pieces of verification information into a verification device on a personal computer before going to bed, checks the results all together after waking up, and then enters multiple pieces of other verification information on a smartphone while commuting. This enables efficient verification by inputting information and checking the results all together on a personal computer after returning home.
図１に、本発明の第１のシステム構成例を示す。検証装置１００は、既に記憶した検証情報に基づく検証処理の開始や完了を待つことなく、１つもしくは複数の新たな検証情報を入力情報として受領し、検証情報の受領や保存とは非同期に検証処理を実行し、別途任意のタイミングで既に保存した検証情報の中から指定された条件に合うものを抽出し、抽出した情報を元にして検証処理の進捗確認だけでなく検証結果の内容比較も可能な検証結果一覧画面を生成して出力する。 FIG. 1 shows a first system configuration example of the present invention. The verification device 100 receives one or more pieces of new verification information as input information without waiting for the start or completion of verification processing based on already stored verification information, and performs verification asynchronously with the reception and storage of verification information. Executes the process, extracts the verification information that meets the specified conditions from the already saved verification information at any time, and based on the extracted information, not only can you check the progress of the verification process but also compare the contents of the verification results. Generate and output a screen listing possible verification results.
図２に示すように、検証装置１００は、画面を生成する画面制御部１１０、当該画面と連携しながら情報のやりとりを制御する機能制御部１２０、ジョブ情報記憶部１３０、検証情報記憶部１４０、検証結果記憶部１５０、ジョブ情報を監視して実際の検証処理を行う検証実行部１６０、および取引情報記憶部１７０からなり、検証実行部１６０は複数あってもよい。 As shown in FIG. 2, the verification device 100 includes a screen control unit 110 that generates a screen, a function control unit 120 that controls the exchange of information in cooperation with the screen, a job information storage unit 130, a verification information storage unit 140, It consists of a verification result storage section 150, a verification execution section 160 that monitors job information and performs actual verification processing, and a transaction information storage section 170, and there may be a plurality of verification execution sections 160.
図３に、商品の取引情報の例を示す。検証装置１００は、特定の装置と通信する、もしくは指定されたファイルを読み込む等の方法で、あらかじめ１つもしくは複数の商品の取引情報を取得し、取引情報記憶部１７０に保持する。 FIG. 3 shows an example of product transaction information. The verification device 100 obtains transaction information for one or more products in advance by communicating with a specific device or reading a designated file, and stores the transaction information in the transaction information storage unit 170.
図４に、画面制御部１１０が生成した検証情報入力画面の例を示す。検証装置１００は、既に記憶した検証情報に基づく検証処理の開始や完了を待つことなく、新たな検証情報を入力情報として受領する。 FIG. 4 shows an example of a verification information input screen generated by the screen control unit 110. The verification device 100 receives new verification information as input information without waiting for the start or completion of verification processing based on already stored verification information.
図５に示すように、当該検証情報を受領した機能制御部１２０は当該検証情報を検証情報記憶部１４０に保存すると共に、当該検証情報を特定可能かつ実行状態を管理可能なジョブ情報を生成し、ジョブ情報記憶部１３０に保存する。 As shown in FIG. 5, the function control unit 120 that has received the verification information stores the verification information in the verification information storage unit 140, and generates job information that allows the verification information to be specified and the execution state to be managed. , is saved in the job information storage unit 130.
図６および図７に示すように、検証実行部１６０は検証情報の受領や保存とは非同期に、一定間隔ごとにジョブ情報記憶部１３０をチェックし、未実行状態のジョブ情報が残っていた場合は、当該ジョブ情報を実行中状態に変更すると共に検証情報記憶部１４０から該当する検証情報を取得し、当該検証情報に含まれる全ての商品の取引情報を取引情報記憶部１７０から取得し、当該検証情報と当該取引情報とを用いて検証期間における売買ストラテジーの検証処理を実行し、検証処理完了後に検証結果を検証情報と対応付けて検証結果記憶部１５０に保持すると共に当該ジョブ情報を削除あるいは当該ジョブ情報を完了状態に変更する。 As shown in FIGS. 6 and 7, the verification execution unit 160 checks the job information storage unit 130 at regular intervals, asynchronously with the receipt and storage of verification information, and if unexecuted job information remains. changes the job information to the running state, acquires the corresponding verification information from the verification information storage section 140, acquires the transaction information of all products included in the verification information from the transaction information storage section 170, and executes the job. Verification processing of the buying and selling strategy during the verification period is executed using the verification information and the transaction information, and after the verification processing is completed, the verification results are associated with the verification information and stored in the verification result storage unit 150, and the job information is deleted or Change the job information to completed state.
図８に示すように、別途任意のタイミングで、機能制御部１２０は検証情報記憶部１４０に保持している検証情報の中から指定された条件に合うものを抽出し、抽出された各検証情報に対応付けられた検証結果を検証結果記憶部１５０から取得し、必要に応じてジョブ情報記憶部１３０に保持しているジョブ情報を取得し、画面制御部１１０は検証処理の進捗状況の確認だけでなく検証結果の内容の比較も可能な検証結果一覧画面を生成して出力する。 As shown in FIG. 8, at a separate arbitrary timing, the function control unit 120 extracts verification information that meets specified conditions from among the verification information held in the verification information storage unit 140, and each extracted verification information The verification result associated with the is acquired from the verification result storage unit 150, and if necessary, the job information held in the job information storage unit 130 is acquired, and the screen control unit 110 only checks the progress of the verification process. It also generates and outputs a verification result list screen that allows comparison of the contents of the verification results.
図９に、画面制御部１１０が生成した検証結果一覧画面の例を示す。当該画面で、検証処理の進捗状況確認だけでなく、複数の検証結果の内容比較も行えることから、投資家は効率よく売買ストラテジーを作成し、最適化することが可能となる。又、ジョブ情報の状態を利用することで、検証処理の未実行状態と実行中状態とを区別して表示したり、検証実行中にエラーが起きたことを通知したり、といったことが可能となる。すなわち、ジョブ情報が管理する状態は、検証実行部１６０による未実行状態の判定だけでなく、投資家への通知内容の詳細化にも用いることができる。 FIG. 9 shows an example of a verification result list screen generated by the screen control unit 110. On this screen, investors can not only check the progress of the verification process but also compare the contents of multiple verification results, allowing investors to efficiently create and optimize their buying and selling strategies. In addition, by using the status of job information, it is possible to distinguish between the non-execution status and the execution status of the verification process, and to notify that an error has occurred during the verification process. . That is, the status managed by the job information can be used not only to determine whether the verification execution unit 160 has not executed the job, but also to refine the details of the notification to investors.
図１０に本発明の第２のシステム構成例を示す。検証装置１００－２、投資家端末２００－A（パーソナルコンピュータ）、投資家端末２００－B（スマートフォン）、投資家端末２００－C（タブレット）、ネットワーク３００からなり、各投資家端末は通信機能を有し、それぞれブラウザ等のウェブクライアントが搭載されている。ネットワーク３００はインターネットであってもローカルエリアネットワークであってもよい。本構成例では、投資家ｍが投資家端末１００－Aと投資家端末１００－Bを保有し、投資家ｎが投資家端末１００－Cを保有しているが、投資家の数が増えても投資家端末の数が増えてもよい。検証装置１００－２は各投資家端末との間で通信し、ウェブサーバと連携して当該端末に搭載されたブラウザ等のウェブクライアントを用いて当該端末上に画面を表示し、当該画面を介して入力情報の受領と情報の出力を行う。 FIG. 10 shows a second system configuration example of the present invention. Consisting of a verification device 100-2, an investor terminal 200-A (personal computer), an investor terminal 200-B (smartphone), an investor terminal 200-C (tablet), and a network 300, each investor terminal has a communication function. Each is equipped with a web client such as a browser. Network 300 may be the Internet or a local area network. In this configuration example, investor m owns investor terminal 100-A and investor terminal 100-B, and investor n owns investor terminal 100-C, but as the number of investors increases, The number of investor terminals may also increase. The verification device 100-2 communicates with each investor terminal, displays a screen on the terminal using a web client such as a browser installed in the terminal in cooperation with a web server, and receives input information and outputs information.
図１１に示すように検証装置１００－２は、ｈｔｍｌデータを生成する画面制御部１１０－２、当該画面と連携しながら情報のやりとりを制御する機能制御部１２０－２、ジョブ情報記憶部１３０、検証情報記憶部１４０－２、検証結果記憶部１５０、ジョブ情報を監視して実際の検証処理を行う検証実行部１６０、取引情報記憶部１７０、アカウント情報記憶部１８０、およびウェブサーバ１９０からなり、検証実行部１６０は複数あってもよい。 As shown in FIG. 11, the verification device 100-2 includes a screen control unit 110-2 that generates HTML data, a function control unit 120-2 that controls the exchange of information in cooperation with the screen, a job information storage unit 130, It consists of a verification information storage section 140-2, a verification result storage section 150, a verification execution section 160 that monitors job information and performs actual verification processing, a transaction information storage section 170, an account information storage section 180, and a web server 190, There may be a plurality of verification execution units 160.
検証装置１００－２は、特定の装置と通信する、もしくは指定されたファイルを読み込む等の方法で、あらかじめ１つもしくは複数の商品の取引情報（図３参照）を取得し、取引情報記憶部１７０に保持する。 The verification device 100-2 obtains transaction information for one or more products (see FIG. 3) in advance by communicating with a specific device or reading a specified file, and stores the transaction information in the transaction information storage unit 170. to hold.
実施例１の検証装置１００との違いは、実施例２の検証装置１００－２は複数の投資家の情報を制御するため、あらかじめ画面制御部１１０－２が生成した画面を用いて当該検証装置への会員登録が行われ、各投資家を特定するアカウント情報を生成してアカウント情報記憶部１８０に保存する。会員登録完了後、当該アカウント情報による当該検証装置へのログインを前提として、以下に記述する検証情報の入力や検証結果の出力を行う。さらに、パーソナルコンピュータ、スマートフォン、タブレット等の複数の投資家端末と通信するため、画面制御部１１０－２は投資家端末のディスプレイサイズに合わせてレイアウトを調整できるｈｔｍｌデータを生成する。 The difference from the verification device 100 of the first embodiment is that since the verification device 100-2 of the second embodiment controls information of multiple investors, the verification device 100-2 uses a screen generated in advance by the screen control unit 110-2. Membership registration is performed, and account information identifying each investor is generated and stored in the account information storage section 180. After completing member registration, input the verification information and output the verification results described below on the premise of logging into the verification device using the account information. Furthermore, in order to communicate with a plurality of investor terminals such as personal computers, smartphones, and tablets, the screen control unit 110-2 generates HTML data whose layout can be adjusted according to the display size of the investor terminal.
検証装置１００－２は、既に記憶した検証情報に基づく検証処理の開始や完了を待つことなく、画面制御装置１１０－２が生成した検証情報入力画面（図４参照）を介して、新たな検証情報を入力情報として受領する。 The verification device 100-2 performs new verification via the verification information input screen (see FIG. 4) generated by the screen control device 110-2, without waiting for the start or completion of verification processing based on the verification information already stored. Receive information as input information.
当該検証情報を受領した機能制御部１２０－２は当該検証情報をアカウント情報と対応付けて検証情報記憶部１４０－２に保存すると共に、当該検証情報を特定可能かつ実行状態を管理可能なジョブ情報を生成し、ジョブ情報記憶部１３０に保持する。 Upon receiving the verification information, the function control unit 120-2 associates the verification information with account information and stores it in the verification information storage unit 140-2, and also stores the verification information as job information that allows identification and management of the execution state. is generated and held in the job information storage unit 130.
検証実行装置１６０は検証情報の受領や保存とは非同期に、一定間隔ごとにジョブ情報記憶部１３０をチェックし、未実行状態のジョブ情報が残っていた場合は、当該ジョブ情報を実行中状態に変更すると共に検証情報記憶部１４０－２から該当する検証情報を取得し、当該検証情報に含まれる全ての商品の取引情報を取引情報記憶部１７０から取得し、当該検証情報と当該取引情報とを用いて検証期間における売買ストラテジーの検証処理を実行し、検証処理完了後に検証結果を検証情報と対応付けて検証結果記憶部１５０に保持すると共に当該ジョブ情報を削除あるいは当該ジョブ情報を完了状態に変更する（図７参照）。 The verification execution device 160 checks the job information storage unit 130 at regular intervals, asynchronously with the receipt and storage of verification information, and if any unexecuted job information remains, changes the job information to the currently executing state. At the same time, the corresponding verification information is acquired from the verification information storage unit 140-2, transaction information of all products included in the verification information is acquired from the transaction information storage unit 170, and the verification information and the transaction information are After the verification process is completed, the verification result is associated with the verification information and stored in the verification result storage unit 150, and the job information is deleted or the job information is changed to a completed state. (See Figure 7).
別途任意のタイミングで、機能制御部１２０－２は検証情報記憶部１４０－２に保持している検証情報のうち指定されたアカウント情報と条件とに合致するものを抽出し、抽出された各検証情報に対応付けられた検証結果を検証結果記憶部１５０から取得し、必要に応じてジョブ情報記憶部１３０に保持しているジョブ情報を取得し、画面制御装置１１０－２は検証処理の進捗状況の確認だけでなく検証結果の内容の比較も可能な検証結果一覧画面を生成して出力する（図９参照）。 Separately, at any timing, the function control unit 120-2 extracts verification information held in the verification information storage unit 140-2 that matches the specified account information and conditions, and each of the extracted verification The screen control device 110-2 obtains the verification results associated with the information from the verification result storage unit 150, obtains the job information held in the job information storage unit 130 as necessary, and displays the progress status of the verification process. A verification result list screen is generated and output that allows not only confirmation but also comparison of the contents of the verification results (see FIG. 9).
本発明の検証装置およびプログラムは、パーソナルコンピュータ、スマートフォン、タブレット等の投資家端末に搭載して提供することも、サーバ用コンピュータに搭載してクラウドサービスとして提供することも可能である。 The verification device and program of the present invention can be installed and provided on an investor terminal such as a personal computer, a smartphone, or a tablet, or can be installed on a server computer and provided as a cloud service.
１００ 検証装置
１００－２ 検証装置
１１０ 画面制御部
１１０－２ 画面制御部
１２０ 機能制御部
１２０－２ 機能制御部
１３０ ジョブ情報記憶部
１４０ 検証情報記憶部
１４０－２ 検証情報記憶部
１５０ 検証結果記憶部
１６０ 検証実行部
１７０ 取引情報記憶部
１８０ アカウント情報記憶部
１９０ ウェブサーバ
２００－A 投資家端末（パーソナルコンピュータ）
２００－B 投資家端末（スマートフォン）
２００－C 投資家端末（タブレット）
２１０－A ウェブクライアント（パーソナルコンピュータ）
２１０－B ウェブクライアント（スマートフォン）
２１０－C ウェブクライアント（タブレット）
３００ ネットワーク
100 Verification device 100-2 Verification device 110 Screen control unit 110-2 Screen control unit 120 Function control unit 120-2 Function control unit 130 Job information storage unit 140 Verification information storage unit 140-2 Verification information storage unit 150 Verification result storage unit 160 Verification Execution Unit 170 Transaction Information Storage Unit 180 Account Information Storage Unit 190 Web Server 200-A Investor Terminal (Personal Computer)
200-B Investor terminal (smartphone)
200-C Investor terminal (tablet)
210-A Web client (personal computer)
210-B Web client (smartphone)
210-C Web Client (Tablet)
300 network
Claims (9)
売買対象とする１つもしくは複数の商品（以下、売買対象商品）と売買対象商品を売買するための独自のルールとを含むストラテジー（以下、売買ストラテジー）、および売買ストラテジーの検証を行う過去の期間（以下、検証期間）を入力情報として受領し、
売買ストラテジーに含まれる全ての商品の取引情報を用いて、売買ストラテジーの検証期間における成績を検証し、
その検証結果を出力する、という売買ストラテジー検証方法において、
検証装置が、既に記憶部に保存した売買ストラテジーと検証期間（以下、２つを合わせて検証情報）に基づく検証処理の開始や完了を待つことなく、新たな検証情報を入力情報として受領する段階と、
受領した検証情報を記憶部に保存する段階と、
検証情報の受領や保存とは非同期に、検証情報を記憶部から取得し、当該検証情報に含まれる全ての商品の取引情報を記憶部から取得し、当該検証情報と当該取引情報とを用いて検証期間における売買ストラテジーの検証処理を実行する段階と、
検証処理完了後、検証結果を検証情報と対応付けて記憶部に保存する段階と、
別途任意のタイミングで、既に保存した検証情報の中から指定された条件に合うものを抽出し、抽出された各検証情報に対応付けられた検証結果を記憶部から取得し、検証処理の進捗確認だけでなく検証結果の内容比較も可能な検証結果一覧画面を生成して出力する段階と、
を有することを特徴とする売買ストラテジー検証方法。 The verification device stores in advance time-series information on past prices and volume of one or more products (hereinafter referred to as transaction information) in a storage unit,
A strategy (hereinafter referred to as a trading strategy) that includes one or more products to be bought and sold (hereinafter referred to as a trading target product) and unique rules for buying and selling the trading target product (hereinafter referred to as a trading strategy), and a past period during which the trading strategy is verified. (hereinafter referred to as the verification period) as input information,
Verify the performance of the trading strategy during the verification period using the transaction information of all products included in the trading strategy,
In the buying and selling strategy verification method that outputs the verification results,
A stage in which the verification device receives new verification information as input information without waiting for the start or completion of verification processing based on the trading strategy and verification period (hereinafter referred to as verification information) already stored in the storage unit. and,
storing the received verification information in a storage unit;
Asynchronously with the receipt and storage of verification information, verification information is acquired from the storage unit, transaction information of all products included in the verification information is acquired from the storage unit, and the verification information and transaction information are used to a step of executing validation processing of the buying and selling strategy during the validation period;
After the verification process is completed, a step of associating the verification result with verification information and storing it in a storage unit;
Separately, at any time, extract the verification information that meets the specified conditions from among the verification information that has already been saved, retrieve the verification results associated with each extracted verification information from the storage unit, and check the progress of the verification process. A step of generating and outputting a verification result list screen that allows not only the verification results but also the content comparison of the verification results;
A buying and selling strategy verification method characterized by having the following.
前記検証情報の記憶部への保存と共に、当該検証情報を特定可能かつ実行状態を管理可能な情報（以下、ジョブ情報）を生成し、実行待ち行列（以下、キュー）として記憶部に保存し、
前記検証処理の実行は、検証情報の受領や保存とは非同期に、キューに未実行状態のジョブ情報が残っているかどうかを監視し、未実行状態のジョブ情報が残っていた場合は、当該ジョブ情報を実行中状態に変更すると共に、該当する検証情報を記憶部から取得し、当該検証情報に含まれる全ての商品の取引情報を記憶部から取得し、当該検証情報と当該取引情報とを用いることによって行い、
前記検証結果の記憶部への保存と共に、当該ジョブ情報を削除あるいは当該ジョブ情報を完了状態に変更することを特徴とする売買ストラテジー検証方法。 The method according to claim 1,
At the same time as storing the verification information in the storage unit, generating information (hereinafter referred to as job information) that enables the identification of the verification information and managing the execution state and storing the same in the storage unit as an execution queue (hereinafter referred to as queue);
The execution of the verification process is performed asynchronously with the receipt and storage of verification information by monitoring whether or not there is any unexecuted job information in the queue, and if there is any unexecuted job information remaining, the relevant job is At the same time as changing the information to a running state, obtaining the corresponding verification information from the storage section, obtaining transaction information of all products included in the verification information from the storage section, and using the verification information and the transaction information. by doing;
A buying and selling strategy verification method characterized by storing the verification result in a storage unit and deleting the job information or changing the job information to a completed state.
検証装置が、複数の投資家がそれぞれ保有するパーソナルコンピュータ、スマートフォン、タブレット等の端末（以下、投資家端末）との間で通信し、
各投資家端末に搭載されたブラウザ等のウェブクライアントを利用して、当該端末のディスプレイサイズに合わせてレイアウトを調整した画面を表示し、
当該画面を介して入力情報の受領と情報の出力とを行い、
検証情報を入力情報として受領する前に、各投資家を特定する情報（以下、アカウント情報）を生成し、記憶部に保存する段階を有し、
前記検証情報の記憶部への保存は、アカウント情報と対応付けた形で行い、
前記検証情報の抽出は、指定されたアカウント情報に対応付く検証情報に対して行うことを特徴とする売買ストラテジー検証方法。 The method according to claim 1 or claim 2,
The verification device communicates with terminals such as personal computers, smartphones, tablets, etc. (hereinafter referred to as investor terminals) owned by multiple investors,
Using a web client such as a browser installed on each investor terminal, a screen whose layout is adjusted to match the display size of the terminal is displayed,
Receiving input information and outputting information via the screen,
Before receiving verification information as input information, the method includes a step of generating information identifying each investor (hereinafter referred to as account information) and storing it in a storage unit,
The verification information is stored in the storage unit in a form that is associated with account information,
A buying and selling strategy verification method characterized in that the verification information is extracted from verification information associated with specified account information.
あらかじめ１つもしくは複数の商品の取引情報を記憶する取引情報記憶部と、
既に記憶した検証情報に基づく検証処理の開始や完了を待つことなく、新たな検証情報を入力情報として受領する手段と
受領した検証情報を記憶する検証情報記憶部と、
検証情報の受領や保存とは非同期に、検証情報を検証情報記憶部から取得し、当該検証情報に含まれる全ての商品の取引情報を取引情報記憶部から取得し、当該検証情報と当該取引情報とを用いて検証期間における売買ストラテジーの検証処理を実行する、１つもしくは複数の検証実行部と、
検証処理完了後、検証結果を検証情報と対応付けて記憶する検証結果記憶部と、
別途任意のタイミングで、既に保存した検証情報の中から指定された条件に合うものを抽出し、抽出された各検証情報に対応付けられた検証結果を検証結果記憶部から取得する手段と、
抽出した情報を元にして、検証処理の進捗確認だけでなく検証結果の内容比較も可能な検証結果一覧画面を生成して出力する画面制御部と、
を備えることを特徴とする検証装置。 A verification device that executes verification processing of a buying and selling strategy in a verification period using verification information and transaction information,
a transaction information storage unit that stores transaction information for one or more products in advance;
a means for receiving new verification information as input information without waiting for the start or completion of verification processing based on already stored verification information; and a verification information storage unit for storing the received verification information;
Asynchronously with the receipt and storage of verification information, verification information is acquired from the verification information storage unit, transaction information of all products included in the verification information is acquired from the transaction information storage unit, and the verification information and transaction information are one or more verification execution units that execute verification processing of the buying and selling strategy in the verification period using the
a verification result storage unit that stores the verification results in association with the verification information after the verification process is completed;
Separately, at an arbitrary timing, means for extracting verification information that meets specified conditions from among the already saved verification information and retrieving verification results associated with each extracted verification information from a verification result storage unit;
a screen control unit that generates and outputs a verification result list screen that allows not only checking the progress of the verification process but also comparing the contents of the verification results based on the extracted information;
A verification device comprising:
検証情報を特定可能かつ実行状態を管理可能なジョブ情報を生成する手段を有し、
ジョブ情報をキューとして記憶するジョブ情報記憶部を有し、
ジョブ情報の状態を変更する手段を有し、
前記検証実行部が、検証情報の受領や保存とは非同期に、キューに未実行状態のジョブ情報が残っているかどうかを監視し、未実行状態のジョブ情報が残っていた場合は、当該ジョブ情報を実行中状態に変更すると共に、該当する検証情報を検証情報記憶部から取得し、当該検証情報に含まれる全ての商品の取引情報を取引情報記憶部から取得し、当該検証情報と当該取引情報とを用いることによって検証処理を実行する
ことを特徴とする検証装置。 The verification device according to claim 4,
has means for generating job information that allows identification of verification information and management of execution status;
It has a job information storage unit that stores job information as a queue,
having means for changing the state of job information;
The verification execution unit monitors whether unexecuted job information remains in the queue asynchronously with the receipt and storage of verification information, and if any unexecuted job information remains, the relevant job information is At the same time, change the corresponding verification information to the running state, obtain the corresponding verification information from the verification information storage section, obtain the transaction information of all products included in the verification information from the transaction information storage section, and update the verification information and the transaction information. A verification device characterized in that a verification process is executed by using the following.
複数の投資家がそれぞれ保有する投資家端末との間で通信し、
前記画面制御部が、投資家端末のディスプレイサイズに合わせてレイアウトを調整できるｈｔｍｌデータ等の画面表示データを生成し、ウェブサーバと連携し、各投資家端末に搭載されたブラウザ等のウェブクライアントを利用して当該端末上に画面を表示し、
当該画面を介して入力情報の受領と情報の出力を行い、
各投資家を特定可能なアカウント情報を生成する手段を有し、
アカウント情報を記憶するアカウント情報記憶部を有し、
前記検証情報記憶部が、検証情報をアカウント情報と対応付けて記憶し、
前記検証情報の抽出は、指定されたアカウント情報に対応付く検証情報に対して行う
ことを特徴とする検証装置。 The verification device according to claim 4 or 5,
Communicate with investor terminals owned by multiple investors,
The screen control unit generates screen display data such as HTML data whose layout can be adjusted according to the display size of the investor terminal, and cooperates with a web server to run a web client such as a browser installed in each investor terminal. Display the screen on the device using
Receiving input information and outputting information through the screen,
Has a means of generating account information that allows each investor to be identified;
has an account information storage unit that stores account information;
the verification information storage unit stores verification information in association with account information;
The verification device is characterized in that the verification information is extracted for verification information associated with specified account information.
既に記憶部に保存した検証情報に基づく検証処理の開始や完了を待つことなく、新たな検証情報を入力情報として受領する処理と、
受領した検証情報を記憶部に保存する処理と、
検証情報の受領や保存とは非同期に、検証情報を記憶部から取得し、当該検証情報に含まれる全ての商品の取引情報を記憶部から取得し、当該検証情報と当該取引情報とを用いて検証期間における売買ストラテジーの検証処理を実行する処理と、
検証処理完了後、検証結果を検証情報と対応付けて記憶部に保存する処理と、
別途任意のタイミングで、既に保存した検証情報から指定された条件に合うものを抽出し、抽出された各検証情報に対応付けられた検証結果を記憶部から取得する処理と、
抽出した情報を元にして、検証処理の進捗確認だけでなく検証結果の内容比較も可能な検証結果一覧画面を生成して出力する処理と、
をコンピュータに実行させるためのプログラム。 A process of storing transaction information of one or more products in a storage unit in advance;
A process of receiving new verification information as input information without waiting for the start or completion of verification processing based on verification information already stored in a storage unit;
a process of storing the received verification information in a storage unit;
Asynchronously with the receipt and storage of verification information, verification information is acquired from the storage unit, transaction information of all products included in the verification information is acquired from the storage unit, and the verification information and transaction information are used to A process of executing a validation process of a buying and selling strategy during a validation period;
After completion of the verification process, a process of associating the verification result with the verification information and storing it in a storage unit;
Separately, at any timing, extracting verification information that meets specified conditions from the verification information that has already been saved, and retrieving verification results associated with each extracted verification information from the storage unit;
Based on the extracted information, a process of generating and outputting a verification result list screen that allows not only checking the progress of the verification process but also comparing the contents of the verification results;
A program that causes a computer to execute
前記検証情報を記憶部に保存する処理と共に、当該検証情報を特定可能かつ実行状態を管理可能なジョブ情報を生成し、キューとして記憶部に保存する処理を有し、
前記検証処理を実行する処理は、検証情報の受領や保存とは非同期に、キューに未実行状態のジョブ情報が残っているかどうかを監視し、未実行状態のジョブ情報が残っていた場合は、当該ジョブ情報を実行中状態に変更すると共に、該当する検証情報を記憶部から取得し、当該検証情報に含まれる全ての商品の取引情報を記憶部から取得し、当該検証情報と当該取引情報とを用いることによって行い、
前記検証結果を記憶部に保持する処理と共に、当該ジョブ情報を削除あるいは当該ジョブ情報を完了状態に変更する処理を有するプログラム。 The program according to claim 7,
In addition to the process of storing the verification information in the storage unit, the process also includes the process of generating job information that allows the verification information to be specified and whose execution state can be managed, and storing it in the storage unit as a queue,
The process that executes the verification process monitors whether or not unexecuted job information remains in the queue, asynchronously with the receipt and storage of verification information, and if any unexecuted job information remains, At the same time as changing the job information to the running state, acquiring the applicable verification information from the storage unit, acquiring transaction information of all products included in the validation information from the storage unit, and combining the validation information and transaction information. done by using
A program having a process of holding the verification result in a storage unit and a process of deleting the job information or changing the job information to a completed state.
ウェブサーバと連携し、複数の投資家がそれぞれ保有する投資家端末に搭載されたブラウザ等のウェブクライアントとの間で通信し、
投資家端末のディスプレイサイズに合わせてレイアウトを調整できるｈｔｍｌデータ等の画面表示データを生成する処理を有し、
当該画面表示データに基づいてウェブクライアントが表示する画面を介して入力情報の受領と情報の出力を行い、
各投資家を特定可能なアカウント情報を生成し、記憶部に保存する処理を有し、
前記検証情報を記憶部に保存する処理は、アカウント情報と対応付けて行い、
前記検証情報の抽出は、指定されたアカウント情報に対応付く検証情報に対して行うプログラム。 In the program according to claim 7 or claim 8,
It works with a web server and communicates with web clients such as browsers installed on investor terminals owned by multiple investors.
It has processing that generates screen display data such as HTML data that can adjust the layout according to the display size of the investor terminal,
Receiving input information and outputting information via the screen displayed by the web client based on the screen display data,
It has a process of generating account information that can identify each investor and storing it in a storage unit,
The process of storing the verification information in the storage unit is performed in association with account information,
A program that extracts the verification information from verification information associated with specified account information.
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