Title Fuzzy logic and neural networks : basic concepts & application / Chennakesava R. Alavala

Published New Delhi : New Age International Pvt. Ltd., Publishers, 2008

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Description 1 online resource (xvii, 276 pages) : illustrations (some color) Contents Introduction -- Fuzzy sets and fuzzy logic -- Fuzzy relations -- Fuzzy implications -- The theory of approximate reasoning -- Fuzzy rule-based systems -- Fuzzy reasoning schemes -- Fuzzy logic controllers --Fuzzy logic applications -- Neural networks fundamentals -- Percepron and adaline -- Back-propagation -- Recurrent networks -- Self-organizing networks -- Reinforcement learning -- Neural networks applications -- Hybrid fuzzy neural networks -- Hybrid fuzzy neural networks applications Summary About the Book: The primary purpose of this book is to provide the student with a comprehensive knowledge of basic concepts of fuzzy logic and neural networks. The hybridization of fuzzy logic and neural networks is also included. No previous knowledge of fuzzy logic and neural networks is required. Fuzzy logic and neural networks have been discussed in detail through illustrative examples, methods and generic applications. Extensive and carefully selected references is an invaluable resource for further study of fuzzy logic and neural networks. Each chapter is followed by a question bank Subject Fuzzy logic. Neural networks (Computer science) Neural Networks, Computer Fuzzy logic Neural networks (Computer science) Fuzzy logic. Neuronnät (datorer) Signalbehandling. Form Electronic book ISBN 9788122428735 8122428738 1282240730 9781282240735

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