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

Name: Neuro-Fuzzy and Soft Computing A Computational Approach to Learning and Machine Intelligence
Price: 28.44 USD
Availability: InStock
ISBN: 9780132610667

ISBN-10: 0132610663

ISBN-13: 9780132610667

Edition: 1997

Authors: Jyh-Shing Roger Jang, Chuen-Tsai Sun, Eiji Mizutani

List price: $206.65

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Description:

Neuro-Fuzzy Modeling and Soft Computingplaces 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 Computingis oriented toward methodologies that are likely to be of practical use. It includes exercises, some of which involve MATLAB programming tasks to provide readers with hands-on programming experiences for practical problem-solving. Each chapter also includes a reference list to the research literature so that readers may pursue topics in greater depth.This book is suitable as a self-study guide by researchers who want to learn basic and advanced…

Book details

List price: $206.65
Copyright year: 1997
Publisher: Prentice Hall PTR
Publication date: 9/26/1996
Binding: Hardcover
Pages: 648
Size: 7.50" wide x 9.75" long x 1.25" tall
Weight: 2.398
Language: English




Introduction to Neuro-Fuzzy and Soft Computing



Fuzzy Set Theory



Fuzzy Sets



Fuzzy Rules and Fuzzy Reasoning



Fuzzy Inference Systems



Regression and Optimization



Least-Squares Methods for System Identification



Derivative-Based Optimization



Derivative-Free Optimization



Neural Networks



Adaptive Networks



Supervised Learning Neural Networks



Learning from Reinforcement



Unsupervised Learning and Other Neural Networks



Neuro-Fuzzy Modeling



Anfis: Adaptive-Networks-based Fuzzy Inference Systems



Coactive Neuro-Fuzzy Modeling: Towards Generalized ANFIS



Advanced Neuro-Fuzzy Modeling



Classification and Regression Trees



Data Clustering Algorithms



Rulebase Structure Identification



Neuro-Fuzzy Control



Neuro-Fuzzy Control I



Neuro-Fuzzy Control II



ADVANCED APPLICATIONS



Anfis Applications



Fuzzy-Filtered Neural Networks



Fuzzy Theory and Genetic Algorithms in Game Playing



Soft Computing for Color Recipe Prediction