CA2050686A1 - Synthese genetique des reseaux nerveux - Google Patents

Synthese genetique des reseaux nerveux

Info

Publication number
CA2050686A1
CA2050686A1 CA2050686A CA2050686A CA2050686A1 CA 2050686 A1 CA2050686 A1 CA 2050686A1 CA 2050686 A CA2050686 A CA 2050686A CA 2050686 A CA2050686 A CA 2050686A CA 2050686 A1 CA2050686 A1 CA 2050686A1
Authority
CA
Canada
Prior art keywords
neural networks
genetic
design
representation
network architectures
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.)
Granted
Application number
CA2050686A
Other languages
English (en)
Other versions
CA2050686C (fr
Inventor
Aloke Guha
Steven A. Harp
Tariq Samad
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.)
Honeywell Inc
Original Assignee
Individual
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
Application filed by Individual filed Critical Individual
Publication of CA2050686A1 publication Critical patent/CA2050686A1/fr
Application granted granted Critical
Publication of CA2050686C publication Critical patent/CA2050686C/fr
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Classifications

    • 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
    • G06N3/08—Learning methods
    • G06N3/086—Learning methods using evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/12—Computing arrangements based on biological models using genetic models
    • G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Theoretical Computer Science (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • Physiology (AREA)
  • Biomedical Technology (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Genetics & Genomics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Machine Translation (AREA)
  • Medicines Containing Antibodies Or Antigens For Use As Internal Diagnostic Agents (AREA)
  • Transition And Organic Metals Composition Catalysts For Addition Polymerization (AREA)
  • Stored Programmes (AREA)
  • Devices For Executing Special Programs (AREA)

Abstract

L'invention concerne un nouveau procédé d'utilisation de technique d'apprentissage de type génétique, en rapport avec la conception d'une variété de réseaux neuronaux optimisés pour des applications spécifiques. Selon l'invention, une représentation générale d'architectures de réseaux neuronaux est liée à la stratégie d'apprentissage génétique, afin de créer un environnement souple permettant la conception de réseaux neuronaux personnalisés. Un concept sur lequel l'invention est basée est la représentation d'une conception de réseaux sous la forme d'un ''calque génétique'', dans lequel la recombinaison ou la mutation d'éditions générées ultérieurement de tels calques ont pour résultat des architectures de réseaux différentes mais apparentées.
CA002050686A 1989-03-28 1990-02-21 Synthese genetique des reseaux nerveux Expired - Fee Related CA2050686C (fr)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US07/329,623 US5140530A (en) 1989-03-28 1989-03-28 Genetic algorithm synthesis of neural networks
US07/329,623 1989-03-28
PCT/US1990/000828 WO1990011568A1 (fr) 1989-03-28 1990-02-21 Synthese genetique de reseaux neuronaux

Publications (2)

Publication Number Publication Date
CA2050686A1 true CA2050686A1 (fr) 1990-09-29
CA2050686C CA2050686C (fr) 1999-12-14

Family

ID=23286268

Family Applications (1)

Application Number Title Priority Date Filing Date
CA002050686A Expired - Fee Related CA2050686C (fr) 1989-03-28 1990-02-21 Synthese genetique des reseaux nerveux

Country Status (7)

Country Link
US (1) US5140530A (fr)
EP (1) EP0465489B1 (fr)
JP (1) JP2881711B2 (fr)
AT (1) ATE114837T1 (fr)
CA (1) CA2050686C (fr)
DE (1) DE69014613T2 (fr)
WO (1) WO1990011568A1 (fr)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112507624A (zh) * 2020-12-15 2021-03-16 交通运输部公路科学研究所 一种城际公路出行方式识别模型构建、识别方法及装置

Families Citing this family (171)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0310366A (ja) * 1989-05-19 1991-01-17 Philips Gloeilampenfab:Nv 人工ニューラルネットワーク
GB8929146D0 (en) * 1989-12-22 1990-02-28 British Telecomm Neural networks
US5249259A (en) * 1990-01-23 1993-09-28 Massachusetts Institute Of Technology Genetic algorithm technique for designing neural networks
JP2763182B2 (ja) * 1990-06-28 1998-06-11 株式会社東芝 ニューラル・ネットワークの学習方法
EP0468229A3 (en) * 1990-07-27 1994-01-26 Hnc Inc A neural network with expert system functionality
US5259064A (en) * 1991-01-25 1993-11-02 Ricoh Company, Ltd. Signal processing apparatus having at least one neural network having pulse density signals as inputs and outputs
EP0514986B1 (fr) * 1991-05-24 1997-12-10 Laboratoires D'electronique Philips S.A.S. Procédé d'apprentissage d'un réseau de neurones et dispositif de classification pour la mise en oeuvre de ce procédé
US5214746A (en) * 1991-06-17 1993-05-25 Orincon Corporation Method and apparatus for training a neural network using evolutionary programming
JPH05128085A (ja) * 1991-11-08 1993-05-25 Toshiba Corp システム制御の学習方法
US5396415A (en) * 1992-01-31 1995-03-07 Honeywell Inc. Neruo-pid controller
US5394509A (en) * 1992-03-31 1995-02-28 Winston; Patrick H. Data processing system and method for searching for improved results from a process
US5390282A (en) * 1992-06-16 1995-02-14 John R. Koza Process for problem solving using spontaneously emergent self-replicating and self-improving entities
DE69329218T2 (de) * 1992-06-19 2001-04-05 United Parcel Service Inc Verfahren und Vorrichtung zur Eingabeklassifizierung mit einem neuronalen Netzwerk
US5717947A (en) * 1993-03-31 1998-02-10 Motorola, Inc. Data processing system and method thereof
US5651098A (en) * 1993-10-07 1997-07-22 Hitachi Engineering Co., Ltd. Planning method and system
US5568590A (en) * 1993-12-17 1996-10-22 Xaos Tools Image processing using genetic mutation of neural network parameters
US5570292A (en) * 1994-02-14 1996-10-29 Andersen Corporation Integrated method and apparatus for selecting, ordering and manufacturing art glass panels
US5584016A (en) * 1994-02-14 1996-12-10 Andersen Corporation Waterjet cutting tool interface apparatus and method
US5548698A (en) * 1994-02-14 1996-08-20 Andersen Corporation Rule based parametric design apparatus and method
US5815403A (en) * 1994-04-19 1998-09-29 Lsi Logic Corporation Fail-safe distributive processing method for producing a highest fitness cell placement for an integrated circuit chip
US5875117A (en) * 1994-04-19 1999-02-23 Lsi Logic Corporation Simultaneous placement and routing (SPAR) method for integrated circuit physical design automation system
US5557533A (en) * 1994-04-19 1996-09-17 Lsi Logic Corporation Cell placement alteration apparatus for integrated circuit chip physical design automation system
US5495419A (en) * 1994-04-19 1996-02-27 Lsi Logic Corporation Integrated circuit physical design automation system utilizing optimization process decomposition and parallel processing
US5963975A (en) * 1994-04-19 1999-10-05 Lsi Logic Corporation Single chip integrated circuit distributed shared memory (DSM) and communications nodes
US6493658B1 (en) 1994-04-19 2002-12-10 Lsi Logic Corporation Optimization processing for integrated circuit physical design automation system using optimally switched fitness improvement algorithms
US5914887A (en) * 1994-04-19 1999-06-22 Lsi Logic Corporation Congestion based cost factor computing apparatus for integrated circuit physical design automation system
US6155725A (en) * 1994-04-19 2000-12-05 Lsi Logic Corporation Cell placement representation and transposition for integrated circuit physical design automation system
JP3524585B2 (ja) * 1994-08-02 2004-05-10 本田技研工業株式会社 プログラム作成装置
US5774690A (en) * 1995-09-14 1998-06-30 The United States Of America As Represented By The Secetary Of The Navy Method for optimization of element placement in a thinned array
JPH09106348A (ja) * 1995-10-11 1997-04-22 Fujitsu Ltd 学習機能を有する問題解決器
JP3358780B2 (ja) * 1996-02-02 2002-12-24 富士通株式会社 最適解探索装置
DE69631694T2 (de) 1996-03-01 2005-01-13 Worzel, William, Milan Genetisches Programmiersystem und Verfahren unter Verwendung genetischer Programmiertechniken
DE19610849C1 (de) * 1996-03-19 1997-10-16 Siemens Ag Verfahren zur iterativen Ermittlung einer optimierten Netzarchitektur eines Neuronalen Netzes durch einen Rechner
IL117588A (en) * 1996-03-20 2000-02-17 Scheme Evolutionary Algorithms Method for determining a stowage plan
US6021369A (en) * 1996-06-27 2000-02-01 Yamaha Hatsudoki Kabushiki Kaisha Integrated controlling system
US5831863A (en) * 1996-06-28 1998-11-03 Lsi Logic Corporation Advanced modular cell placement system with wire length driven affinity system
US5870311A (en) * 1996-06-28 1999-02-09 Lsi Logic Corporation Advanced modular cell placement system with fast procedure for finding a levelizing cut point
US5808899A (en) * 1996-06-28 1998-09-15 Lsi Logic Corporation Advanced modular cell placement system with cell placement crystallization
US5844811A (en) * 1996-06-28 1998-12-01 Lsi Logic Corporation Advanced modular cell placement system with universal affinity driven discrete placement optimization
US5835381A (en) * 1996-06-28 1998-11-10 Lsi Logic Corporation Advanced modular cell placement system with minimizing maximal cut driven affinity system
US5812740A (en) * 1996-06-28 1998-09-22 Lsi Logic Corporation Advanced modular cell placement system with neighborhood system driven optimization
US5892688A (en) * 1996-06-28 1999-04-06 Lsi Logic Corporation Advanced modular cell placement system with iterative one dimensional preplacement optimization
US5963455A (en) * 1996-06-28 1999-10-05 Lsi Logic Corporation Advanced modular cell placement system with functional sieve optimization technique
US6067409A (en) * 1996-06-28 2000-05-23 Lsi Logic Corporation Advanced modular cell placement system
US5867398A (en) * 1996-06-28 1999-02-02 Lsi Logic Corporation Advanced modular cell placement system with density driven capacity penalty system
US6085032A (en) * 1996-06-28 2000-07-04 Lsi Logic Corporation Advanced modular cell placement system with sinusoidal optimization
US5914888A (en) * 1996-06-28 1999-06-22 Lsi Logic Corporation Advanced modular cell placement system with coarse overflow remover
US5872718A (en) * 1996-06-28 1999-02-16 Lsi Logic Corporation Advanced modular cell placement system
US6030110A (en) * 1996-06-28 2000-02-29 Lsi Logic Corporation Advanced modular cell placement system with median control and increase in resolution
US5870312A (en) * 1996-06-28 1999-02-09 Lsi Logic Corporation Advanced modular cell placement system with dispersion-driven levelizing system
US6026223A (en) * 1996-06-28 2000-02-15 Scepanovic; Ranko Advanced modular cell placement system with overlap remover with minimal noise
US6128607A (en) * 1996-07-12 2000-10-03 Nordin; Peter Computer implemented machine learning method and system
US5946673A (en) * 1996-07-12 1999-08-31 Francone; Frank D. Computer implemented machine learning and control system
US5841947A (en) * 1996-07-12 1998-11-24 Nordin; Peter Computer implemented machine learning method and system
GB9614927D0 (en) * 1996-07-16 1996-09-04 British Telecomm Arranging data signals defining a network
US5832466A (en) * 1996-08-12 1998-11-03 International Neural Machines Inc. System and method for dynamic learning control in genetically enhanced back-propagation neural networks
JP3825845B2 (ja) * 1996-09-27 2006-09-27 ヤマハ発動機株式会社 進化的制御方式
US6032139A (en) * 1996-09-27 2000-02-29 Yamaha Hatsudoki Kabushiki Kaisha Electronic controller using genetic evolution techniques suitable for controlling a motor
US5980093A (en) * 1996-12-04 1999-11-09 Lsi Logic Corporation Integrated circuit layout routing using multiprocessing
US20080071588A1 (en) * 1997-12-10 2008-03-20 Eder Jeff S Method of and system for analyzing, modeling and valuing elements of a business enterprise
US5864832A (en) * 1997-01-24 1999-01-26 Hewlett-Packard Company Method and apparatus for selecting higher order terms for a holographic neural network
US6336107B1 (en) * 1997-07-31 2002-01-01 Matsushita Electric Industrial Co., Ltd Method and system of automatic arrangement of composing elements
AU8996198A (en) * 1997-09-04 1999-03-22 Camelot Information Technologies Ltd. Heterogeneous neural networks
GB9805260D0 (en) 1998-03-13 1998-05-06 Ncr Int Inc Method and apparatus to model the variables of a data set
US6975219B2 (en) 2001-03-01 2005-12-13 Fisher-Rosemount Systems, Inc. Enhanced hart device alerts in a process control system
US7562135B2 (en) 2000-05-23 2009-07-14 Fisher-Rosemount Systems, Inc. Enhanced fieldbus device alerts in a process control system
US7206646B2 (en) 1999-02-22 2007-04-17 Fisher-Rosemount Systems, Inc. Method and apparatus for performing a function in a plant using process performance monitoring with process equipment monitoring and control
US8044793B2 (en) 2001-03-01 2011-10-25 Fisher-Rosemount Systems, Inc. Integrated device alerts in a process control system
US6513024B1 (en) * 1999-03-16 2003-01-28 Chou H. Li Self-optimization with interactions
US6523016B1 (en) * 1999-04-12 2003-02-18 George Mason University Learnable non-darwinian evolution
US6289327B1 (en) * 1999-04-20 2001-09-11 Sonetech Corporation Method and apparatus for determining and forming delayed waveforms for forming transmitting or receiving beams for an air acoustic system array of transmitting or receiving elements
US6304864B1 (en) 1999-04-20 2001-10-16 Textwise Llc System for retrieving multimedia information from the internet using multiple evolving intelligent agents
US6366895B1 (en) * 1999-04-20 2002-04-02 Sonetech Corporation Method and apparatus for determining and forming delayed waveforms for forming transmitting or receiving beams for a sonar system array of transmitting or receiving elements
US6434539B1 (en) * 1999-04-20 2002-08-13 Sonetech Corporation Method and apparatus for determining and forming delayed waveforms for forming transmitting or receiving beams for an acoustic system array of transmitting or receiving elements for imaging in non-homogenous/non-uniform mediums
US6941287B1 (en) * 1999-04-30 2005-09-06 E. I. Du Pont De Nemours And Company Distributed hierarchical evolutionary modeling and visualization of empirical data
JP3443039B2 (ja) * 1999-06-21 2003-09-02 科学技術振興事業団 ネットワーク推定方法および装置
US6553357B2 (en) 1999-09-01 2003-04-22 Koninklijke Philips Electronics N.V. Method for improving neural network architectures using evolutionary algorithms
US6424961B1 (en) 1999-12-06 2002-07-23 AYALA FRANCISCO JOSé Adaptive neural learning system
JP2001188768A (ja) * 1999-12-28 2001-07-10 Japan Science & Technology Corp ネットワーク推定方法
US6490573B1 (en) * 2000-04-11 2002-12-03 Philip Chidi Njemanze Neural network for modeling ecological and biological systems
US20020059154A1 (en) * 2000-04-24 2002-05-16 Rodvold David M. Method for simultaneously optimizing artificial neural network inputs and architectures using genetic algorithms
US6907418B2 (en) * 2000-12-21 2005-06-14 Metabiz Co., Ltd. Advertisement servicing system using e-mail arrival notifying program and method therefor
US7043461B2 (en) * 2001-01-19 2006-05-09 Genalytics, Inc. Process and system for developing a predictive model
US6882989B2 (en) * 2001-02-23 2005-04-19 Bbnt Solutions Llc Genetic algorithm techniques and applications
US6954713B2 (en) 2001-03-01 2005-10-11 Fisher-Rosemount Systems, Inc. Cavitation detection in a process plant
US7720727B2 (en) 2001-03-01 2010-05-18 Fisher-Rosemount Systems, Inc. Economic calculations in process control system
US7389204B2 (en) 2001-03-01 2008-06-17 Fisher-Rosemount Systems, Inc. Data presentation system for abnormal situation prevention in a process plant
US8073967B2 (en) 2002-04-15 2011-12-06 Fisher-Rosemount Systems, Inc. Web services-based communications for use with process control systems
WO2002071173A2 (fr) 2001-03-01 2002-09-12 Fisher-Rosemount Systems, Inc. Partage de donnees dans une installation de traitement
US6965806B2 (en) 2001-03-01 2005-11-15 Fisher-Rosemount Systems Inc. Automatic work order/parts order generation and tracking
US6795798B2 (en) 2001-03-01 2004-09-21 Fisher-Rosemount Systems, Inc. Remote analysis of process control plant data
US7409371B1 (en) * 2001-06-04 2008-08-05 Microsoft Corporation Efficient determination of sample size to facilitate building a statistical model
US6912515B2 (en) * 2001-06-04 2005-06-28 Xerox Corporation Method and system for algorithm synthesis in problem solving
US7162534B2 (en) * 2001-07-10 2007-01-09 Fisher-Rosemount Systems, Inc. Transactional data communications for process control systems
US20030046583A1 (en) * 2001-08-30 2003-03-06 Honeywell International Inc. Automated configuration of security software suites
US6836767B2 (en) 2001-10-03 2004-12-28 International Business Machines Corporation Pipelined hardware implementation of a neural network circuit
US7313550B2 (en) * 2002-03-27 2007-12-25 Council Of Scientific & Industrial Research Performance of artificial neural network models in the presence of instrumental noise and measurement errors
US7139738B2 (en) * 2002-06-27 2006-11-21 Koninklijke Philips Electronics N.V. Face recognition using evolutionary algorithms
US7600234B2 (en) * 2002-12-10 2009-10-06 Fisher-Rosemount Systems, Inc. Method for launching applications
US7493310B2 (en) 2002-12-30 2009-02-17 Fisher-Rosemount Systems, Inc. Data visualization within an integrated asset data system for a process plant
US8935298B2 (en) 2002-12-30 2015-01-13 Fisher-Rosemount Systems, Inc. Integrated navigational tree importation and generation in a process plant
US7152072B2 (en) 2003-01-08 2006-12-19 Fisher-Rosemount Systems Inc. Methods and apparatus for importing device data into a database system used in a process plant
US7493295B2 (en) * 2003-01-17 2009-02-17 Francisco J. Ayala Method, system and computer program for developing cortical algorithms
JP2007504576A (ja) * 2003-01-17 2007-03-01 アヤラ，フランシスコ，ジェイ 人工知能を開発するためのシステム及び方法
US20040158474A1 (en) * 2003-02-06 2004-08-12 Karschnia Robert J. Service facility for providing remote diagnostic and maintenance services to a process plant
US7953842B2 (en) 2003-02-19 2011-05-31 Fisher-Rosemount Systems, Inc. Open network-based data acquisition, aggregation and optimization for use with process control systems
US7103427B2 (en) * 2003-02-28 2006-09-05 Fisher-Rosemont Systems, Inc. Delivery of process plant notifications
US6915235B2 (en) * 2003-03-13 2005-07-05 Csi Technology, Inc. Generation of data indicative of machine operational condition
US7634384B2 (en) 2003-03-18 2009-12-15 Fisher-Rosemount Systems, Inc. Asset optimization reporting in a process plant
WO2004097733A2 (fr) * 2003-04-30 2004-11-11 Darwinian Neural Network Industries Ltd Reseaux neuronaux
US7299415B2 (en) * 2003-06-16 2007-11-20 Fisher-Rosemount Systems, Inc. Method and apparatus for providing help information in multiple formats
US7030747B2 (en) * 2004-02-26 2006-04-18 Fisher-Rosemount Systems, Inc. Method and system for integrated alarms in a process control system
US7079984B2 (en) 2004-03-03 2006-07-18 Fisher-Rosemount Systems, Inc. Abnormal situation prevention in a process plant
US7676287B2 (en) 2004-03-03 2010-03-09 Fisher-Rosemount Systems, Inc. Configuration system and method for abnormal situation prevention in a process plant
US7515977B2 (en) * 2004-03-30 2009-04-07 Fisher-Rosemount Systems, Inc. Integrated configuration system for use in a process plant
US7536274B2 (en) 2004-05-28 2009-05-19 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a heater
WO2005124491A1 (fr) 2004-06-12 2005-12-29 Fisher-Rosemount Systems, Inc. Systeme et methode de detection d'une situation anormale associee a un gain de process d'une boucle de controle
US7181654B2 (en) * 2004-09-17 2007-02-20 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a reactor
US9201420B2 (en) 2005-04-08 2015-12-01 Rosemount, Inc. Method and apparatus for performing a function in a process plant using monitoring data with criticality evaluation data
US8005647B2 (en) 2005-04-08 2011-08-23 Rosemount, Inc. Method and apparatus for monitoring and performing corrective measures in a process plant using monitoring data with corrective measures data
US7370019B2 (en) * 2005-06-23 2008-05-06 Ecole Polytechnique Federal De Lausanne Method and device for evolving a network using a genetic representation
US7272531B2 (en) 2005-09-20 2007-09-18 Fisher-Rosemount Systems, Inc. Aggregation of asset use indices within a process plant
US20070288410A1 (en) * 2006-06-12 2007-12-13 Benjamin Tomkins System and method of using genetic programming and neural network technologies to enhance spectral data
US8145358B2 (en) 2006-07-25 2012-03-27 Fisher-Rosemount Systems, Inc. Method and system for detecting abnormal operation of a level regulatory control loop
US8606544B2 (en) 2006-07-25 2013-12-10 Fisher-Rosemount Systems, Inc. Methods and systems for detecting deviation of a process variable from expected values
US7657399B2 (en) 2006-07-25 2010-02-02 Fisher-Rosemount Systems, Inc. Methods and systems for detecting deviation of a process variable from expected values
US7912676B2 (en) 2006-07-25 2011-03-22 Fisher-Rosemount Systems, Inc. Method and system for detecting abnormal operation in a process plant
WO2008040018A2 (fr) 2006-09-28 2008-04-03 Fisher-Rosemount Systems, Inc. Prévention d'une situation anormale dans un échangeur thermique
US8014880B2 (en) 2006-09-29 2011-09-06 Fisher-Rosemount Systems, Inc. On-line multivariate analysis in a distributed process control system
US8032341B2 (en) 2007-01-04 2011-10-04 Fisher-Rosemount Systems, Inc. Modeling a process using a composite model comprising a plurality of regression models
US8032340B2 (en) 2007-01-04 2011-10-04 Fisher-Rosemount Systems, Inc. Method and system for modeling a process variable in a process plant
US7827006B2 (en) 2007-01-31 2010-11-02 Fisher-Rosemount Systems, Inc. Heat exchanger fouling detection
US20080222065A1 (en) * 2007-03-05 2008-09-11 Sharkbait Enterprises Llc Learning and analysis systems and methods
US10410145B2 (en) * 2007-05-15 2019-09-10 Fisher-Rosemount Systems, Inc. Automatic maintenance estimation in a plant environment
US8301676B2 (en) 2007-08-23 2012-10-30 Fisher-Rosemount Systems, Inc. Field device with capability of calculating digital filter coefficients
US7702401B2 (en) 2007-09-05 2010-04-20 Fisher-Rosemount Systems, Inc. System for preserving and displaying process control data associated with an abnormal situation
US9323247B2 (en) 2007-09-14 2016-04-26 Fisher-Rosemount Systems, Inc. Personalized plant asset data representation and search system
US8055479B2 (en) 2007-10-10 2011-11-08 Fisher-Rosemount Systems, Inc. Simplified algorithm for abnormal situation prevention in load following applications including plugged line diagnostics in a dynamic process
DE102007050434A1 (de) * 2007-10-22 2009-04-23 Henkel Ag & Co. Kgaa Verfahren und Anordnung zum computergestützten Ermitteln mindestens einer Eigenschaft einer Haarcoloration basierend auf einer Formulierung aus chemisch reaktiven und/oder unreaktiven Rohstoffen, Verfahren und Anordnung zum computergestützten Ermitteln einer Formulierung einer Haarcoloration basierend auf chemisch reaktiven und/oder unreaktiven Rohstoffen, und Verfahren und Anordnung zum computergestützten Trainieren eines vorbestimmten Modells zum computergestützten Ermitteln mindestens einer Eigenschaft einer Haarcoloration basierend auf einer Formulierung aus chemisch reaktiven und/oder unreaktiven Rohstoffen
US20090182693A1 (en) * 2008-01-14 2009-07-16 Halliburton Energy Services, Inc. Determining stimulation design parameters using artificial neural networks optimized with a genetic algorithm
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
US9927788B2 (en) 2011-05-19 2018-03-27 Fisher-Rosemount Systems, Inc. Software lockout coordination between a process control system and an asset management system
US9529348B2 (en) 2012-01-24 2016-12-27 Emerson Process Management Power & Water Solutions, Inc. Method and apparatus for deploying industrial plant simulators using cloud computing technologies
WO2014104151A1 (fr) * 2012-12-28 2014-07-03 富士通株式会社 Dispositif de traitement d'image et procédé de détection de caractéristique
CN103354073B (zh) * 2013-06-13 2016-01-20 南京信息工程大学 一种lcd色偏纠正方法
RU2602973C1 (ru) * 2015-09-30 2016-11-20 Федеральное государственное бюджетное образовательное учреждение высшего образования "Кубанский государственный технологический университет" (ФГБОУ ВО "КубГТУ") Контроллер управления обучением нейронной сети с генетическим алгоритмом
JP6740597B2 (ja) * 2015-11-27 2020-08-19 富士通株式会社 学習方法、学習プログラムおよび情報処理装置
US11250328B2 (en) 2016-10-26 2022-02-15 Cognizant Technology Solutions U.S. Corporation Cooperative evolution of deep neural network structures
US10192016B2 (en) * 2017-01-17 2019-01-29 Xilinx, Inc. Neural network based physical synthesis for circuit designs
KR101763869B1 (ko) * 2017-02-16 2017-08-07 주식회사 더디엔에이시스템 뉴로블록체인 콤비네이션을 이용한 인공신경망 모델의 자가 구성 모듈
US11507844B2 (en) 2017-03-07 2022-11-22 Cognizant Technology Solutions U.S. Corporation Asynchronous evaluation strategy for evolution of deep neural networks
US10291268B1 (en) * 2017-07-25 2019-05-14 United States Of America As Represented By Secretary Of The Navy Methods and systems for performing radio-frequency signal noise reduction in the absence of noise models
US11074503B2 (en) 2017-09-06 2021-07-27 SparkCognition, Inc. Execution of a genetic algorithm having variable epoch size with selective execution of a training algorithm
US11106978B2 (en) 2017-09-08 2021-08-31 SparkCognition, Inc. Execution of a genetic algorithm with variable evolutionary weights of topological parameters for neural network generation and training
US10635978B2 (en) 2017-10-26 2020-04-28 SparkCognition, Inc. Ensembling of neural network models
US11250314B2 (en) 2017-10-27 2022-02-15 Cognizant Technology Solutions U.S. Corporation Beyond shared hierarchies: deep multitask learning through soft layer ordering
US11003994B2 (en) 2017-12-13 2021-05-11 Cognizant Technology Solutions U.S. Corporation Evolutionary architectures for evolution of deep neural networks
US11182677B2 (en) 2017-12-13 2021-11-23 Cognizant Technology Solutions U.S. Corporation Evolving recurrent networks using genetic programming
US11107024B2 (en) 2018-01-15 2021-08-31 Nmetric, Llc Genetic smartjobs scheduling engine
US11527308B2 (en) 2018-02-06 2022-12-13 Cognizant Technology Solutions U.S. Corporation Enhanced optimization with composite objectives and novelty-diversity selection
WO2019165316A1 (fr) * 2018-02-23 2019-08-29 The Regents Of The University Of California Architecture de calcul de réseau neuronal creux
US11055433B2 (en) 2019-01-03 2021-07-06 Bank Of America Corporation Centralized advanced security provisioning platform
US11481639B2 (en) 2019-02-26 2022-10-25 Cognizant Technology Solutions U.S. Corporation Enhanced optimization with composite objectives and novelty pulsation
CA3129731A1 (fr) 2019-03-13 2020-09-17 Elliot Meyerson Systeme et procede permettant de mettre en ?uvre un reparametrage universel modulaire pour un apprentissage multitache profond a travers divers domaines
WO2020198520A1 (fr) 2019-03-27 2020-10-01 Cognizant Technology Solutions U.S. Corporation Processus et système contenant un moteur d'optimisation à prescriptions assistées par substitut évolutives
US11741370B2 (en) * 2019-08-28 2023-08-29 International Business Machines Corporation Transfer learning based on cross-domain homophily influences
US11475297B2 (en) 2019-08-28 2022-10-18 International Business Machines Corporation Cross-domain homophily quantification for transfer learning
CN111191785B (zh) * 2019-12-20 2023-06-23 沈阳雅译网络技术有限公司 用于命名实体识别的基于拓展搜索空间的结构搜索方法
US20210312297A1 (en) * 2020-04-07 2021-10-07 Cognizant Technology Solutions U.S. Corporation Framework For Interactive Exploration, Evaluation, and Improvement of AI-Generated Solutions
US11775841B2 (en) 2020-06-15 2023-10-03 Cognizant Technology Solutions U.S. Corporation Process and system including explainable prescriptions through surrogate-assisted evolution

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
NL269964A (fr) * 1961-08-22
US3097349A (en) * 1961-08-28 1963-07-09 Rca Corp Information processing apparatus
US4593367A (en) * 1984-01-16 1986-06-03 Itt Corporation Probabilistic learning element
US4591980A (en) * 1984-02-16 1986-05-27 Xerox Corporation Adaptive self-repairing processor array
US4697242A (en) * 1984-06-11 1987-09-29 Holland John H Adaptive computing system capable of learning and discovery
US4897811A (en) * 1988-01-19 1990-01-30 Nestor, Inc. N-dimensional coulomb neural network which provides for cumulative learning of internal representations
US4935877A (en) * 1988-05-20 1990-06-19 Koza John R Non-linear genetic algorithms for solving problems

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112507624A (zh) * 2020-12-15 2021-03-16 交通运输部公路科学研究所 一种城际公路出行方式识别模型构建、识别方法及装置
CN112507624B (zh) * 2020-12-15 2023-11-10 交通运输部公路科学研究所 一种城际公路出行方式识别模型构建、识别方法及装置

Also Published As

Publication number Publication date
WO1990011568A1 (fr) 1990-10-04
ATE114837T1 (de) 1994-12-15
CA2050686C (fr) 1999-12-14
JPH04503876A (ja) 1992-07-09
DE69014613T2 (de) 1995-06-22
EP0465489B1 (fr) 1994-11-30
US5140530A (en) 1992-08-18
DE69014613D1 (de) 1995-01-12
EP0465489A1 (fr) 1992-01-15
JP2881711B2 (ja) 1999-04-12

Similar Documents

Publication Publication Date Title
CA2050686A1 (fr) Synthese genetique des reseaux nerveux
AU1262095A (en) Antibodies that mimic actions of neurotrophins
DE69605509T2 (de) Formenlose Herstellung von Metallkörper
ITMI962437A0 (it) Fotoiniziatori costituiti da borati ottenuti da monoborani
ATE174608T1 (de) Nebenprodukt reinigung bei der herstellung von polyestern auf der basis von 1,3-propandiol
DE69603009T2 (de) Lernpendant
DE69506106T2 (de) Herstellung von mehrlagiger wellpappe
ATE403733T1 (de) Künstliche säuger chromosome
DE69435135D1 (de) Copolyester mit sich wiederholenden Einheiten von Bernsteinsäure
DE69832489D1 (de) Induktion von männlicher sterilität in pflanzen durch erhöhte expression von streptavidin
EP0818138A4 (fr) Procede de creation d'une plante tolerante a la pression osmotique
CA2223460A1 (fr) Induction de la sterilite male dans des plantes par expression de niveaux eleves d'avidine
DE69637668D1 (de) Von einem faltbaren Bild abgeleitetes Differentialmikrofon
ATA84495A (de) Anlage zur herstellung von warengruppen
CA2303305A1 (fr) Filtrage du papillotement et compensation du surbalayage
DE69626462D1 (de) Herstellung von Gas
DE59305707D1 (de) Durch Pfropfpolymerisation hergestellte thermoplastische Fluorelastomere
DE69602903D1 (de) Herstellung von Glaszusammensetzungen
DE69605064T2 (de) Verfahren zur Herstellung von Wasserstoffperoxid
DE69623986D1 (de) Herstellung von Allomelanin
DE69331094D1 (de) Verfahren zur Herstellung von essfertigen Getreideflocken
DE69619812D1 (de) Kontinuierliche herstellung von 1,1-difluorethan
KR960029584U (ko) 취학전 어린이의 학습용 노트
Greek Exporting success by degrees
KR970010881U (ko) 아동용 한글학습지

Legal Events

Date Code Title Description
EEER Examination request
MKLA Lapsed