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Eberhart, Russell C.

Computational intelligence : concepts to implementations / Russell C. Eberhart, Yuhui Shi. - Amsterdam ; Boston : Elsevier/Morgan Kaufmann Publishers, ©2007. - 1 online resource (xx, 467 pages) : illustrations

Includes bibliographical references (pages 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.


English.

ISBN: 9780080553832 0080553834 9781558607590 1558607595 1281227706 9781281227706 9786611227708 6611227709

LCCN:

Subjects--Topical Terms:
Computational intelligence.
Neural networks (Neurobiology)
Intelligence informatique.
Réseaux neuronaux (Neurobiologie)
COMPUTERS--Enterprise Applications--Business Intelligence Tools.
COMPUTERS--Intelligence (AI) & Semantics.
Computational intelligence
Neural networks (Neurobiology)

Index Terms--Genre/Form:
dissertations.
Academic theses
Academic theses.
Thèses et écrits académiques.

LC Class. No.: Q342 / .E34 2007eb

Dewey Class. No.: 006.3