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Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence Book

Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence
Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence,  <i>Neuro-Fuzzy Modeling and Soft Computing</i> places particular emphasis on the theoretical aspects of covered methodologies, as well as empirical observations and verifications of various applications in practice.  <i>Neuro-Fuzzy Modeling and Soft Comp, Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence has a rating of 4 stars
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Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence, Neuro-Fuzzy Modeling and Soft Computing places particular emphasis on the theoretical aspects of covered methodologies, as well as empirical observations and verifications of various applications in practice. Neuro-Fuzzy Modeling and Soft Comp, Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence
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  • Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence
  • Written by author Jyh-Shing Roger Jang
  • Published by Prentice Hall, September 1996
  • Neuro-Fuzzy Modeling and Soft Computing places particular emphasis on the theoretical aspects of covered methodologies, as well as empirical observations and verifications of various applications in practice. Neuro-Fuzzy Modeling and Soft Comp
  • Neuro-Fuzzy Modeling and Soft Computing places particular emphasis on the theoretical aspects of covered methodologies, as well as empirical observations and verifications of various applications in practice.Neuro-Fuzzy Modeling and Soft Computing is o
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Book Categories

Authors

Foreword
Preface
1Introduction to Neuro-Fuzzy and Soft Computing1
2Fuzzy Sets13
3Fuzzy Rules and Fuzzy Reasoning47
4Fuzzy Inference Systems73
5Least-Squares Methods for System Identification95
6Derivative-based Optimization129
7Derivative-Free Optimization173
8Adaptive Networks199
9Supervised Learning Neural Networks226
10Learning from Reinforcement258
11Unsupervised Learning and Other Neural Networks301
12ANFIS: Adaptive Neuro-Fuzzy Inference Systems335
13Coactive Neuro-Fuzzy Modeling: Towards Generalized ANFIS369
14Classification and Regression Trees403
15Data Clustering Algorithms423
16Rulebase Structure Identification434
17Neuro-Fuzzy Control I453
18Neuro-Fuzzy Control II480
19ANFIS Applications503
20Fuzzy-Filtered Neural Networks535
21Fuzzy Sets and Genetic Algorithms in Game Playing551
22Soft Computing for Color Recipe Prediction568
App. AHints to Selected Exercises595
App. BList of Internet Resources598
App. CList of MATLAB Programs601
App. DList of Acronyms604
Index607


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Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence,  <i>Neuro-Fuzzy Modeling and Soft Computing</i> places particular emphasis on the theoretical aspects of covered methodologies, as well as empirical observations and verifications of various applications in practice.  <i>Neuro-Fuzzy Modeling and Soft Comp, Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence

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Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence,  <i>Neuro-Fuzzy Modeling and Soft Computing</i> places particular emphasis on the theoretical aspects of covered methodologies, as well as empirical observations and verifications of various applications in practice.  <i>Neuro-Fuzzy Modeling and Soft Comp, Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence

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Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence,  <i>Neuro-Fuzzy Modeling and Soft Computing</i> places particular emphasis on the theoretical aspects of covered methodologies, as well as empirical observations and verifications of various applications in practice.  <i>Neuro-Fuzzy Modeling and Soft Comp, Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence

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