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008 081202s1997 njua |b 001 0 eng
020 _a0132610663
020 _a0132874679 (international ed.)
035 _a(UkOxU)UkOxUb13663200
039 9 _a201402040109
_bVLOAD
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_dvenkatrajand
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_dNoora
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050 4 _aQA76.9
_b.S63J36 1997
100 1 _aJang, Jyh-Shing Roger.
_925304
245 1 0 _aNeuro-fuzzy and Soft Computing :
_bA Computational Approach to Learning and Machine Intelligence /
_cJyh-Shing Roger Jang, Chuen-Tsai Sun, Eiji Mizutani.
260 _aUpper Saddle River, N.J. :
_bPrentice Hall International,
_cc1997.
300 _axxvi, 614 p. :
_bill. ;
_c24 cm.
440 0 _aMATLAB curriculum series
_925305
504 _aIncludes bibliographical references and index.
505 _a1. Introduction to Neuro-Fuzzy and Soft Computing. I. FUZZY SET THEORY. 2. Fuzzy Sets. 3. Fuzzy Rules and Fuzzy Reasoning. 4. Fuzzy Inference Systems. II. REGRESSION AND OPTIMIZATION. 5. Least-Squares Methods for System Identification. 6. Derivative-Based Optimization. 7. Derivative-Free Optimization. III. NEURAL NETWORKS. 8. Adaptive Networks. 9. Supervised Learning Neural Networks. 10. Learning from Reinforcement. 11. Unsupervised Learning and Other Neural Networks. IV. NEURO-FUZZY MODELING. 12. ANFIS: Adaptive-Networks-based Fuzzy Inference Systems. 13. Coactive Neuro-Fuzzy Modeling: Towards Generalized ANFIS. V. ADVANCED NEURO-FUZZY MODELING. 14. Classification and Regression Trees. 15. Data Clustering Algorithms. 16. Rulebase Structure Identification. VI. NEURO-FUZZY CONTROL. 17. Neuro-Fuzzy Control I. 18. Neuro-Fuzzy Control II. VII. ADVANCED APPLICATIONS. 19. ANFIS Applications. 20. Fuzzy-Filtered Neural Networks. 21. Fuzzy Theory and Genetic Algorithms in Game Playing. 22. Soft Computing for Color Recipe Prediction.
520 _aIntended for use in courses on computational intelligence at either the college senior or first-year graduate level. This text provides the first comprehensive treatment of the methodologies underlying neuro-fuzzy and soft computing, an evolving branch within the scope of computational intelligence. The book places equal emphasis on theoretical aspects of covered methodologies, empirical observations and verifications of various applications in practice.
650 0 _aNeural networks (Computer science)
_92384
650 0 _aFuzzy systems.
_925306
650 0 _aSoft computing.
_922398
942 _2lcc
_n0
_cBK
999 _c10459
_d10459