CA2057078C - Neuro-fuzzy fusion data processing system - Google Patents

Neuro-fuzzy fusion data processing system Download PDF

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Publication number
CA2057078C
CA2057078C CA002057078A CA2057078A CA2057078C CA 2057078 C CA2057078 C CA 2057078C CA 002057078 A CA002057078 A CA 002057078A CA 2057078 A CA2057078 A CA 2057078A CA 2057078 C CA2057078 C CA 2057078C
Authority
CA
Canada
Prior art keywords
membership function
rule
fuzzy
neuro
learning
Prior art date
Legal status (The legal status 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 status listed.)
Expired - Fee Related
Application number
CA002057078A
Other languages
English (en)
French (fr)
Other versions
CA2057078A1 (en
Inventor
Nobuo Watanabe
Akira Kawamura
Ryusuke Masuoka
Yuri Owada
Kazuo Asakawa
Shigenori Matsuoka
Hiroyuki Okada
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fujitsu Ltd
FFC Ltd
Original Assignee
Fujitsu Ltd
FFC Ltd
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 JP2060260A external-priority patent/JP2763368B2/ja
Priority claimed from JP2060259A external-priority patent/JP2763367B2/ja
Priority claimed from JP2060258A external-priority patent/JP2544821B2/ja
Priority claimed from JP2060256A external-priority patent/JP2763366B2/ja
Priority claimed from JP2060263A external-priority patent/JP2763371B2/ja
Priority claimed from JP2060261A external-priority patent/JP2763369B2/ja
Priority claimed from JP2060262A external-priority patent/JP2763370B2/ja
Priority claimed from JP2060257A external-priority patent/JP2744321B2/ja
Priority claimed from JP2066852A external-priority patent/JP2761569B2/ja
Priority claimed from JP2066851A external-priority patent/JP2501932B2/ja
Priority claimed from JP2197919A external-priority patent/JPH0484356A/ja
Application filed by Fujitsu Ltd, FFC Ltd filed Critical Fujitsu Ltd
Publication of CA2057078A1 publication Critical patent/CA2057078A1/en
Application granted granted Critical
Publication of CA2057078C publication Critical patent/CA2057078C/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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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]
CA002057078A 1990-03-12 1991-03-12 Neuro-fuzzy fusion data processing system Expired - Fee Related CA2057078C (en)

Applications Claiming Priority (23)

Application Number Priority Date Filing Date Title
JP2-060261 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
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
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
JP2-060257 1990-03-12
JP2-060263 1990-03-12
JP2-060256 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
JP2-060258 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
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
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
JP2-060260 1990-03-12
JP2-060259 1990-03-12
JP2060258A JP2544821B2 (ja) 1990-03-12 1990-03-12 階層ネットワ―ク構成デ―タ処理装置
JP2-060262 1990-03-12
JP2-066852 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
JP2-066851 1990-03-19
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
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
JP2-197919 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
CA2057078A1 CA2057078A1 (en) 1991-09-13
CA2057078C true CA2057078C (en) 2000-04-11

Family

ID=27582038

Family Applications (1)

Application Number Title Priority Date Filing Date
CA002057078A Expired - Fee Related CA2057078C (en) 1990-03-12 1991-03-12 Neuro-fuzzy fusion data processing system

Country Status (5)

Country Link
US (2) US5875284A (US06456989-20020924-M00038.png)
EP (1) EP0471857B1 (US06456989-20020924-M00038.png)
KR (1) KR950012380B1 (US06456989-20020924-M00038.png)
CA (1) CA2057078C (US06456989-20020924-M00038.png)
WO (1) WO1991014226A1 (US06456989-20020924-M00038.png)

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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
JPH07505733A (ja) * 1992-04-09 1995-06-22 オムロン株式会社 ニューラル・ネットワーク／ファジィ変換装置
EP0681232B1 (en) * 1994-05-03 2001-08-01 Yamatake Corporation Set value learning apparatus including neural network.
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
EP0935789A1 (en) * 1996-11-04 1999-08-18 3-Dimensional Pharmaceuticals, Inc. System, method, and computer program product for the visualization and interactive processing and analysis of chemical data
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
US20050114277A1 (en) * 2003-11-21 2005-05-26 International Business Machines Corporation Method, system and program product for evaluating a data mining algorithm
US7349919B2 (en) * 2003-11-21 2008-03-25 International Business Machines Corporation Computerized method, system and program product for generating a data mining model
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
US20060036453A1 (en) * 2004-08-11 2006-02-16 Allan Williams Bias compensated method and system for patent evaluation
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
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
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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
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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
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JPH02189635A (ja) * 1989-01-18 1990-07-25 Yamaha Corp ファジィ推論装置
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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
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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
KR950012380B1 (ko) * 1990-03-12 1995-10-17 후지쓰 가부시끼가이샤 뉴로-퍼지 융합 데이터처리 시스템

Also Published As

Publication number Publication date
KR920702784A (ko) 1992-10-06
KR950012380B1 (ko) 1995-10-17
EP0471857A4 (en) 1993-04-28
CA2057078A1 (en) 1991-09-13
US6456989B1 (en) 2002-09-24
EP0471857B1 (en) 2000-02-02
US5875284A (en) 1999-02-23
EP0471857A1 (en) 1992-02-26
WO1991014226A1 (en) 1991-09-19

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