Computational intelligence: concepts to implementations
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Bibliographic Details
Main Author: Eberhart, Russell C. (Author)
Format: Electronic eBook
Language:English
Published: Amsterdam Elsevier/Morgan Kaufmann Publishers c2007
Subjects:
Links:http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=240217
Item Description:Includes bibliographical references (p. 439-453) and index
Front Cover; Computational Intelligence; Copyright Page; Table of Contents; Preface; Chapter 1. Foundations; Chapter 2. Computational Intelligence; Chapter 3. Evolutionary Computation Concepts and Paradigms; Chapter 4. Evolutionary Computation Implementations; Chapter 5. Neural Network Concepts and Paradigms; Chapter 6. Neural Network Implementations; Chapter 7. Fuzzy Systems Conceptsand Paradigms; Chapter 8. Fuzzy Systems Implementations; Chapter 9. Computational Intelligence Implementations; Chapter 10. Performance Metrics; Chapter 11. Analysis and Explanation; Bibliography; Index
Explores a number of key themes, including self-organization, complex adaptive systems, and emergent computation. This title details the metrics and analytical tools needed to assess the performance of computational intelligence tools. It concludes with a series of case studies that illustrate a range of successful applications
Physical Description:1 Online-Ressource (xx, 467 p.)
ISBN:9780080553832
0080553834
9781558607590
1558607595