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

By: Alavala, Chennakesava R.
Publisher: New Delhi : New Age International (P) Limited , c2008Edition: 1st ed.Description: xvii, 257 p. : ill. ; 24 cm.ISBN: 8122421822 (pbk.); 9788122421828 (pbk.).Subject(s): Fuzzy systems | Neural networks (Computer science) | Fuzzy logicDDC classification: 006.3
Contents:
1. Introduction - 2. Fuzzy sets and fuzzy logic - 3. Fuzzy relations - Fuzzy implications - The theory of approximate reasoning - Fuzzy rule-based systems - Fuzzy reasoning schemes - 8. Fuzzy logic controllers - Fuzzy logic-applications - 10. Neural networks fundamentals - 11. Perceptron and adaline - 12. Back-propagation - 13. Recurrent networks - 14. Self-organising networks - 15. Reinforcement learning - 16. Neural networks applications - 17. Hybrid fuzzy neural networks - 18. Hybrid fuzzy neural networks applications - Index.
Item type Current location Shelf location Call number Copy number Status Notes Date due Barcode
Main Collection Taylor's Library-TU

Floor 3, Shelf 2 , Side 1, TierNo 2, BayNo 1

 006.3 ALA (Browse shelf) 1 Available SOCIT,15008,03,AD 5000047083

Includes bibliographical references and index.

1. Introduction - 2. Fuzzy sets and fuzzy logic - 3. Fuzzy relations - Fuzzy implications - The theory of approximate reasoning - Fuzzy rule-based systems - Fuzzy reasoning schemes - 8. Fuzzy logic controllers - Fuzzy logic-applications - 10. Neural networks fundamentals - 11. Perceptron and adaline - 12. Back-propagation - 13. Recurrent networks - 14. Self-organising networks - 15. Reinforcement learning - 16. Neural networks applications - 17. Hybrid fuzzy neural networks - 18. Hybrid fuzzy neural networks applications - Index.