KR950012380B1 - 뉴로-퍼지 융합 데이터처리 시스템 - Google Patents

뉴로-퍼지 융합 데이터처리 시스템 Download PDF

Info

Publication number
KR950012380B1
KR950012380B1 KR1019910701593A KR910701593A KR950012380B1 KR 950012380 B1 KR950012380 B1 KR 950012380B1 KR 1019910701593 A KR1019910701593 A KR 1019910701593A KR 910701593 A KR910701593 A KR 910701593A KR 950012380 B1 KR950012380 B1 KR 950012380B1
Authority
KR
South Korea
Prior art keywords
unit
membership function
rule
fuzzy
input
Prior art date
Application number
KR1019910701593A
Other languages
English (en)
Korean (ko)
Other versions
KR920702784A (ko
Inventor
노부오 와따나베
아끼라 가와무라
류수께 마수오까
유리 오와다
가즈오 아사까와
시게노리 마쓰오까
히로유끼 오까다
Original Assignee
후지쓰 가부시끼가이샤
세끼자와 다다시
후지 화고무 세이교 가부시끼가이샤
나까오 다께시
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.)
Filing date
Publication date
Priority claimed from JP2060259A external-priority patent/JP2763367B2/ja
Priority claimed from JP2060261A external-priority patent/JP2763369B2/ja
Priority claimed from JP2060260A external-priority patent/JP2763368B2/ja
Priority claimed from JP2060256A external-priority patent/JP2763366B2/ja
Priority claimed from JP2060257A external-priority patent/JP2744321B2/ja
Priority claimed from JP2060258A external-priority patent/JP2544821B2/ja
Priority claimed from JP2060263A external-priority patent/JP2763371B2/ja
Priority claimed from JP2060262A external-priority patent/JP2763370B2/ja
Priority claimed from JP2066851A external-priority patent/JP2501932B2/ja
Priority claimed from JP2066852A external-priority patent/JP2761569B2/ja
Priority claimed from JP2197919A external-priority patent/JPH0484356A/ja
Application filed by 후지쓰 가부시끼가이샤, 세끼자와 다다시, 후지 화고무 세이교 가부시끼가이샤, 나까오 다께시 filed Critical 후지쓰 가부시끼가이샤
Publication of KR920702784A publication Critical patent/KR920702784A/ko
Application granted granted Critical
Publication of KR950012380B1 publication Critical patent/KR950012380B1/ko

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/02—Computing arrangements based on specific mathematical models using fuzzy logic
    • G06N7/04—Physical realisation
    • G06N7/046—Implementation by means of a neural network
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/043—Architecture, e.g. interconnection topology based on fuzzy logic, fuzzy membership or fuzzy inference, e.g. adaptive neuro-fuzzy inference systems [ANFIS]
KR1019910701593A 1990-03-12 1991-03-12 뉴로-퍼지 융합 데이터처리 시스템 KR950012380B1 (ko)

Applications Claiming Priority (23)

Application Number Priority Date Filing Date Title
JP90-60261 1990-03-12
JP2060257A JP2744321B2 (ja) 1990-03-12 1990-03-12 適応型データ処理装置の解析処理方法
JP2060258A JP2544821B2 (ja) 1990-03-12 1990-03-12 階層ネットワ―ク構成デ―タ処理装置
JP2060263A JP2763371B2 (ja) 1990-03-12 1990-03-12 階層ネットワーク構成ファジィ制御器
JP2060262A JP2763370B2 (ja) 1990-03-12 1990-03-12 階層ネットワーク構成ファジィ制御器
JP90-60259 1990-03-12
JP2060261A JP2763369B2 (ja) 1990-03-12 1990-03-12 ファジィ制御ルールのチューニング方法
JP90-60256 1990-03-12
JP90-60263 1990-03-12
JP90-60262 1990-03-12
JP2060259A JP2763367B2 (ja) 1990-03-12 1990-03-12 ファジィ制御ルールの生成方法
JP90-60257 1990-03-12
JP90-60260 1990-03-12
JP2060256A JP2763366B2 (ja) 1990-03-12 1990-03-12 階層ネットワーク構成データ処理装置及びデータ処理システム
JP90-60258 1990-03-12
JP2060260A JP2763368B2 (ja) 1990-03-12 1990-03-12 ファジィ制御におけるメンバーシップ関数のチューニング方法
JP2066851A JP2501932B2 (ja) 1990-03-19 1990-03-19 ニュ―ラルネットワ―クによる重心決定要素出力装置
JP90-66851 1990-03-19
JP2066852A JP2761569B2 (ja) 1990-03-19 1990-03-19 重心決定要素出力装置の教師信号決定装置
JP90-66852 1990-03-19
JP2197919A JPH0484356A (ja) 1990-07-27 1990-07-27 ニューラルネットワークによる重心出力装置
JP90-197919 1990-07-27
PCT/JP1991/000334 WO1991014226A1 (en) 1990-03-12 1991-03-12 Neuro-fuzzy fusion data processing system

Publications (2)

Publication Number Publication Date
KR920702784A KR920702784A (ko) 1992-10-06
KR950012380B1 true KR950012380B1 (ko) 1995-10-17

Family

ID=27582038

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1019910701593A KR950012380B1 (ko) 1990-03-12 1991-03-12 뉴로-퍼지 융합 데이터처리 시스템

Country Status (5)

Country Link
US (2) US5875284A (US06456989-20020924-M00019.png)
EP (1) EP0471857B1 (US06456989-20020924-M00019.png)
KR (1) KR950012380B1 (US06456989-20020924-M00019.png)
CA (1) CA2057078C (US06456989-20020924-M00019.png)
WO (1) WO1991014226A1 (US06456989-20020924-M00019.png)

Families Citing this family (35)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2057078C (en) * 1990-03-12 2000-04-11 Nobuo Watanabe Neuro-fuzzy fusion data processing system
JP2605505B2 (ja) * 1991-07-04 1997-04-30 株式会社日立製作所 プロセス運転支援ルール獲得システム、プロセス運転支援システム、プロセス運転制御システム及びプロセス運転支援ルール獲得方法
WO1993020530A1 (de) * 1992-04-06 1993-10-14 Siemens Aktiengesellschaft Strukturierung von neuronalen netzen durch regelbasiertes wissen
DE69319424T2 (de) * 1992-04-09 1999-04-15 Omron Tateisi Electronics Co Neuronales netzwerk-/ unscharfe logikkonvertierungsgerät.
EP0740256A3 (en) * 1994-05-03 1996-11-06 Yamatake-Honeywell Co. Ltd. Building management set value decision support apparatus, set value learning apparatus, set value determining apparatus, and neural network operation apparatus
JP3129932B2 (ja) * 1995-05-16 2001-01-31 シャープ株式会社 ファジィ・ニューラルネットワーク装置およびその学習方法
IL129498A0 (en) * 1996-11-04 2000-02-29 Dimensional Pharm Inc System method and computer program product for identifying chemical compounds having desired properties
US6289329B1 (en) * 1997-11-26 2001-09-11 Ishwar K. Sethi System for converting neural network to rule-based expert system using multiple-valued logic representation of neurons in feedforward network
NZ503882A (en) * 2000-04-10 2002-11-26 Univ Otago Artificial intelligence system comprising a neural network with an adaptive component arranged to aggregate rule nodes
US6269306B1 (en) * 2000-06-13 2001-07-31 Ford Global Tech. System and method for estimating sensor errors
JP2003308427A (ja) * 2002-02-15 2003-10-31 Fujitsu Ltd モデル構築プログラム、モデル構築方法およびモデル構築装置
EP1395080A1 (en) * 2002-08-30 2004-03-03 STMicroelectronics S.r.l. Device and method for filtering electrical signals, in particular acoustic signals
MY141127A (en) * 2002-11-18 2010-03-15 Univ Putra Malaysia Artificial intelligence device and corresponding methods for selecting machinability data
US20080255684A1 (en) * 2002-11-18 2008-10-16 Universiti Putra Malaysia Artificial intelligence device and corresponding methods for selecting machinability data
US8374974B2 (en) * 2003-01-06 2013-02-12 Halliburton Energy Services, Inc. Neural network training data selection using memory reduced cluster analysis for field model development
US20050102303A1 (en) * 2003-11-12 2005-05-12 International Business Machines Corporation Computer-implemented method, system and program product for mapping a user data schema to a mining model schema
US7349919B2 (en) * 2003-11-21 2008-03-25 International Business Machines Corporation Computerized method, system and program product for generating a data mining model
US20050114277A1 (en) * 2003-11-21 2005-05-26 International Business Machines Corporation Method, system and program product for evaluating a data mining algorithm
US7523106B2 (en) * 2003-11-24 2009-04-21 International Business Machines Coporation Computerized data mining system, method and program product
US7292245B2 (en) * 2004-01-20 2007-11-06 Sensitron, Inc. Method and apparatus for time series graph display
US8161049B2 (en) * 2004-08-11 2012-04-17 Allan Williams System and method for patent evaluation using artificial intelligence
US8145640B2 (en) * 2004-08-11 2012-03-27 Allan Williams System and method for patent evaluation and visualization of the results thereof
US8145639B2 (en) * 2004-08-11 2012-03-27 Allan Williams System and methods for patent evaluation
US20060036453A1 (en) * 2004-08-11 2006-02-16 Allan Williams Bias compensated method and system for patent evaluation
US7840460B2 (en) * 2004-08-11 2010-11-23 Allan Williams System and method for patent portfolio evaluation
US20070112695A1 (en) * 2004-12-30 2007-05-17 Yan Wang Hierarchical fuzzy neural network classification
US7613665B2 (en) 2005-06-24 2009-11-03 Halliburton Energy Services, Inc. Ensembles of neural networks with different input sets
US7587373B2 (en) * 2005-06-24 2009-09-08 Halliburton Energy Services, Inc. Neural network based well log synthesis with reduced usage of radioisotopic sources
US8065244B2 (en) * 2007-03-14 2011-11-22 Halliburton Energy Services, Inc. Neural-network based surrogate model construction methods and applications thereof
US8112372B2 (en) * 2007-11-20 2012-02-07 Christopher D. Fiorello Prediction by single neurons and networks
US9514388B2 (en) * 2008-08-12 2016-12-06 Halliburton Energy Services, Inc. Systems and methods employing cooperative optimization-based dimensionality reduction
US8352495B2 (en) 2009-12-15 2013-01-08 Chalklabs, Llc Distributed platform for network analysis
US9015093B1 (en) 2010-10-26 2015-04-21 Michael Lamport Commons Intelligent control with hierarchical stacked neural networks
US8775341B1 (en) 2010-10-26 2014-07-08 Michael Lamport Commons Intelligent control with hierarchical stacked neural networks
CA2975251C (en) 2015-01-28 2021-01-26 Google Inc. Batch normalization layers

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0682396B2 (ja) * 1985-10-22 1994-10-19 オムロン株式会社 メンバーシップ関数合成装置およびファジィ・システム
JPH0797284B2 (ja) * 1986-09-03 1995-10-18 株式会社日立製作所 ファジー推論によるディジタル制御方法
JPH01183763A (ja) * 1988-01-18 1989-07-21 Fujitsu Ltd ネットワーク構成データ処理装置学習処理方式
US5168549A (en) * 1988-05-20 1992-12-01 Matsushita Electric Industrial Co., Ltd. Inference rule determining method and inference device
US5255344A (en) * 1988-05-20 1993-10-19 Matsushita Electric Industrial Co., Ltd. Inference rule determining method and inference device
JP2682060B2 (ja) * 1988-09-29 1997-11-26 オムロン株式会社 コントローラ、及びコントローラの出力範囲の決定方法
JPH0293904A (ja) * 1988-09-30 1990-04-04 Omron Tateisi Electron Co ファジィ制御装置およびファジィ制御方法
US5343553A (en) * 1988-11-04 1994-08-30 Olympus Optical Co., Ltd. Digital fuzzy inference system using logic circuits
JPH02189635A (ja) * 1989-01-18 1990-07-25 Yamaha Corp ファジィ推論装置
JPH02208787A (ja) * 1989-02-09 1990-08-20 Yasuo Nagazumi フアジイ演算回路および該回路を用いたファジイ計算機
JPH02231670A (ja) * 1989-03-03 1990-09-13 Sharp Corp ニューラル・ネットワークの学習装置
US5303385A (en) * 1989-03-17 1994-04-12 Hitachi, Ltd. Control system having optimality decision means
JPH02260001A (ja) * 1989-03-31 1990-10-22 Matsushita Electric Ind Co Ltd ファジィ同定器
US5191638A (en) * 1989-03-31 1993-03-02 Matsushita Electric Industrial Co., Ltd. Fuzzy-boolean multi-stage inference apparatus
JPH02292602A (ja) * 1989-05-02 1990-12-04 Nkk Corp 人工神経回路網型ファジィ制御装置
JPH0690668B2 (ja) * 1989-10-20 1994-11-14 三菱電機株式会社 ファジイ演算装置
JP2561162B2 (ja) * 1990-01-29 1996-12-04 三菱電機株式会社 演算処理用半導体装置
CA2057078C (en) * 1990-03-12 2000-04-11 Nobuo Watanabe Neuro-fuzzy fusion data processing system

Also Published As

Publication number Publication date
US6456989B1 (en) 2002-09-24
CA2057078A1 (en) 1991-09-13
US5875284A (en) 1999-02-23
WO1991014226A1 (en) 1991-09-19
EP0471857B1 (en) 2000-02-02
KR920702784A (ko) 1992-10-06
CA2057078C (en) 2000-04-11
EP0471857A4 (en) 1993-04-28
EP0471857A1 (en) 1992-02-26

Similar Documents

Publication Publication Date Title
KR950012380B1 (ko) 뉴로-퍼지 융합 데이터처리 시스템
US6119112A (en) Optimum cessation of training in neural networks
CN1846218B (zh) 形成人工神经网络的方法
Flood et al. Neural networks in civil engineering. I: Principles and understanding
Chu et al. Neural network system for forecasting method selection
Alvanitopoulos et al. Neuro-fuzzy techniques for the classification of earthquake damages in buildings
Rabuñal et al. A new approach to the extraction of ANN rules and to their generalization capacity through GP
CN102968663A (zh) 基于无标记样本的神经网络构建方法及其装置
Zhukovskyy et al. Neural network clustering technology for cartographic images recognition
Fagg et al. A reinforcement-learning approach to reactive control policy design for autonomous robots
JP2763182B2 (ja) ニューラル・ネットワークの学習方法
Anderson et al. Reinforcement learning with modular neural networks for control
Dedeakayogullari et al. The determination of mean and/or variance shifts with artificial neural networks
Lee et al. A fuzzy neural network model for revising imperfect fuzzy rules
Abd El-Gawad et al. Stochastic modeling compared with artificial intelligence based approach for short term wind speed forecasting
JPH03268077A (ja) ニューラルネットワークによる重心決定要素出力装置
JP2761569B2 (ja) 重心決定要素出力装置の教師信号決定装置
JP3085312B2 (ja) 文字認識学習方法、および文字認識装置
JP3292495B2 (ja) ニューロ・ファジィ融合システム
Sawaragi et al. Integrated cognitive architecture for image understanding using fuzzy clustering and structured neural network
Pavlidis et al. Exchange Rate Forecasting through Distributed Time-Lagged Feedforward Neural Networks
JP2559883B2 (ja) ファジィ制御器
JP3823554B2 (ja) 神経回路網学習システムの動作方法及び記録媒体
CN116484911A (zh) 适用于图神经网络分布外泛化的分布鲁棒优化方法及系统
Vernieuwe et al. Fuzzy models of rainfall-discharge dynamics

Legal Events

Date Code Title Description
A201 Request for examination
E902 Notification of reason for refusal
G160 Decision to publish patent application
E701 Decision to grant or registration of patent right
GRNT Written decision to grant
FPAY Annual fee payment

Payment date: 20031013

Year of fee payment: 9

LAPS Lapse due to unpaid annual fee