Computational Intelligence
：Concepts to Implementations
Publication subTitle ：Concepts to Implementations
Author： Eberhart Russell C.;Shi Yuhui
Publisher： Elsevier Science
Publication year： 2011
E-ISBN: 9780080553832
P-ISBN(Paperback): 9781558607590
P-ISBN(Hardback): 9781558607590
Subject： TP Automation Technology , Computer Technology;TP301.6 algorithm theory;TP31 computer software
Language： ENG
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Description
Computational Intelligence: Concepts to Implementations provides the most complete and practical coverage of computational intelligence tools and techniques to date. This book integrates various natural and engineering disciplines to establish Computational Intelligence. This is the first comprehensive textbook on the subject, supported with lots of practical examples. It asserts that computational intelligence rests on a foundation of evolutionary computation. This refreshing view has set the book apart from other books on computational intelligence.
This book lays emphasis on practical applications and computational tools, which are very useful and important for further development of the computational intelligence field. Focusing on evolutionary computation, neural networks, and fuzzy logic, the authors have constructed an approach to thinking about and working with computational intelligence that has, in their extensive experience, proved highly effective. The book moves clearly and efficiently from concepts and paradigms to algorithms and implementation techniques by focusing, in the early chapters, on the specific con. It explores a number of key themes, including self-organization, complex adaptive systems, and emergent computation. It details the metrics and analytical tools needed to assess the performance of computational intelligence tools. The book concludes with a series of case studies that illustrate a wide range of successful applications.
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