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Computational intelligence [electronic resource] : concepts to implementations / Russell C. Eberhart, Yuhui Shi.

By: Eberhart, Russell C.
Contributor(s): Shi, Yuhui.
Material type: TextTextPublisher: Amsterdam ; Boston : Elsevier/Morgan Kaufmann Publishers, c2007Description: 1 online resource (xx, 467 p.) : ill.ISBN: 9780080553832 (electronic bk.); 0080553834 (electronic bk.); 9781558607590 (alk. paper); 1558607595 (alk. paper).Subject(s): Computational intelligence | Neural networks (Neurobiology) | COMPUTERS -- Enterprise Applications -- Business Intelligence Tools | COMPUTERS -- Intelligence (AI) & SemanticsGenre/Form: Electronic books.Additional physical formats: Print version:: Computational intelligence.DDC classification: 006.3 Online resources: EBSCOhost
Contents:
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
Summary: 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.
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Includes bibliographical references (p. 439-453) and index.

Description based on print version record.

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.

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Computational intelligence by Eberhart, Russell C. ©2007
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