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020 _z9781118337844
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035 _a(OCoLC)828193875
_z(OCoLC)843532252
_z(OCoLC)858949427
_z(OCoLC)897599450
037 _aCL0500000292
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082 0 0 _a006.3
_223
049 _aMAIN
100 1 _aSiddique, N. H.
245 1 0 _aComputational intelligence :
_bsynergies of fuzzy logic, neural networks, and evolutionary computing /
_cNazmul Siddique, Hojjat Adeli.
264 1 _aChichester, West Sussex, United Kingdom :
_bJohn Wiley & Sons Inc.,
_c2013.
300 _a1 online resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
504 _aIncludes bibliographical references and index.
588 0 _aPrint version record and CIP data provided by publisher.
505 0 _aTitle Page; Copyright; Dedication; Foreword; Preface; Acknowledgements; Chapter 1: Introduction to Computational Intelligence; 1.1 Computational Intelligence; 1.2 Paradigms of Computational Intelligence; 1.3 Approaches to Computational Intelligence; 1.4 Synergies of Computational Intelligence Techniques; 1.5 Applications of Computational Intelligence; 1.6 Grand Challenges of Computational Intelligence; 1.7 Overview of the Book; 1.8 MATLAB® Basics; References; Chapter 2: Introduction to Fuzzy Logic; 2.1 Introduction; 2.2 Fuzzy Logic; 2.3 Fuzzy Sets; 2.4 Membership Functions
505 8 _a2.5 Features of MFs2.6 Operations on Fuzzy Sets; 2.7 Linguistic Variables; 2.8 Linguistic Hedges; 2.9 Fuzzy Relations; 2.10 Fuzzy If-Then Rules; 2.11 Fuzzification; 2.12 Defuzzification; 2.13 Inference Mechanism; 2.14 Worked Examples; 2.15 MATLAB® Programs; References; Chapter 3: Fuzzy Systems and Applications; 3.1 Introduction; 3.2 Fuzzy System; 3.3 Fuzzy Modelling; 3.4 Fuzzy Control; 3.5 Design of Fuzzy Controller; 3.6 Modular Fuzzy Controller; 3.7 MATLAB® Programs; References; Chapter 4: Neural Networks; 4.1 Introduction; 4.2 Artificial Neuron Model; 4.3 Activation Functions
505 8 _a4.4 Network Architecture4.5 Learning in Neural Networks; 4.6 Recurrent Neural Networks; 4.7 MATLAB® Programs; References; Chapter 5: Neural Systems and Applications; 5.1 Introduction; 5.2 System Identification and Control; 5.3 Neural Networks for Control; 5.4 MATLAB® Programs; References; Chapter 6: Evolutionary Computing; 6.1 Introduction; 6.2 Evolutionary Computing; 6.3 Terminologies of Evolutionary Computing; 6.4 Genetic Operators; 6.5 Performance Measures of EA; 6.6 Evolutionary Algorithms; 6.7 MATLAB® Programs; References; Chapter 7: Evolutionary Systems; 7.1 Introduction
505 8 _a7.2 Multi-objective Optimization7.3 Co-evolution; 7.4 Parallel Evolutionary Algorithm; References; Chapter 8: Evolutionary Fuzzy Systems; 8.1 Introduction; 8.2 Evolutionary Adaptive Fuzzy Systems; 8.3 Objective Functions and Evaluation; 8.4 Fuzzy Adaptive Evolutionary Algorithms; References; Chapter 9: Evolutionary Neural Networks; 9.1 Introduction; 9.2 Supportive Combinations; 9.3 Collaborative Combinations; 9.4 Amalgamated Combination; 9.5 Competing Conventions; References; Chapter 10: Neural Fuzzy Systems; 10.1 Introduction; 10.2 Combination of Neural and Fuzzy Systems
505 8 _a10.3 Cooperative Neuro-Fuzzy Systems10.4 Concurrent Neuro-Fuzzy Systems; 10.5 Hybrid Neuro-Fuzzy Systems; 10.6 Adaptive Neuro-Fuzzy System; 10.7 Fuzzy Neurons; 10.8 MATLAB® Programs; References; Appendix A: MATLAB® Basics; Appendix B: MATLAB® Programs for Fuzzy Logic; Appendix C: MATLAB® Programs for Fuzzy Systems; Appendix D: MATLAB® Programs for Neural Systems; Appendix E: MATLAB® Programs for Neural Control Design; Appendix F: MATLAB® Programs for Evolutionary Algorithms; Appendix G: MATLAB® Programs for Neuro-Fuzzy Systems; Index
650 0 _aComputational intelligence.
650 7 _aCOMPUTERS
_xEnterprise Applications
_xBusiness Intelligence Tools.
_2bisacsh
650 7 _aCOMPUTERS
_xIntelligence (AI) & Semantics.
_2bisacsh
650 7 _aComputational intelligence.
_2fast
_0(OCoLC)fst00871995
650 7 _aComputational intelligence.
_2local
655 4 _aElectronic books.
700 1 _aAdeli, Hojjat,
_d1950-
776 0 8 _iPrint version:
_aSiddique, N.H.
_tComputational intelligence.
_dChichester, West Sussex, United Kingdom : John Wiley & Sons Inc., 2013
_z9781118337844
_w(DLC) 2012047736
856 4 0 _uhttp://onlinelibrary.wiley.com/book/10.1002/9781118534823
_zWiley Online Library [Free Download only for SUST IP]
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