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9781119214342

Fundamentals of Computational Intelligence Neural Networks, Fuzzy Systems, and Evolutionary Computation 1st by James M. Keller

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Author
James M. Keller
Publisher
Wiley-IEEE Press
ISBN
978-1119214366
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Description

Fundamentals of Computational Intelligence: Neural Networks, Fuzzy Systems, and Evolutionary Computation

by James M. Keller (Author)

Edition: 1st

Language: English

Publisher: Wiley-IEEE Press

Publication Date: July 13, 2016

ISBN-13: 978-1119214366

This book provides an in-depth and consistent treatment of the three pillars of computational intelligence—neural networks, fuzzy systems, and evolutionary computation. It focuses on inspiration, design, theory, and practical aspects of implementing procedures to solve real-world problems. Co-authored by prominent specialists, this text ensures a uniform coverage across all three topics with consistent notation and style.

Topics covered include single-layer and multilayer neural networks, radial-basis function networks, recurrent neural networks, fuzzy set theory, fuzzy relations, fuzzy logic interference, fuzzy clustering and classification, and fuzzy measures and integrals.

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