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Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence by Jyh-Shing Roger Jang,

Neuro-Fuzzy computer course line training and Soft Computing provides the first comprehensive treatment of the constituent methodologies underlying neuro-fuzzy computer course line training and soft computing, an evolving branch of computational intelligence. The constituent methodologies include fuzzy set theory, neural networks, data clustering techniques, computer course line training and several stochastic optimization methods that do not require gradient information. In particular, the authors put equal emphasis on theoretical aspects of covered methodologies, as well as empirical observations computer course line training and verifications of various applications in practice. The book is well suited for use as a text for courses on computational intelligence computer course line training and as a single reference source for this emerging field. To help readers understand the material the presentation includes more than 50 examples, more than 150 exercises, over 300 illustrations, computer course line training and more than 150 Matlab scripts. In addition, Matlab is utilized to visualize the processes of fuzzy reasoning, neural-network learning, neuro-fuzzy integration computer course line training and training, computer course line training and gradient-free optimization (such as genetic algorithms, simulated annealing, random search, computer course line training and downhill Simplex method). The presentation also makes use of SIMULINK for neuro-fuzzy control system simulations. All Matlab scripts used in the book are available on the free companion software disk that may be ordered by using the enclosed reply card. The book also contains an "Internet Resource Page" to point the reader to on-line neuro-fuzzy computer course line training and soft computing home pages, publications, public-domain software, research institutes, news groups, etc. All the HTTP computer course line training and FTP addresses are available as a bookmark file on the companion software disk.
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