The Resource Computational intelligence : concepts to implementations, Russell C. Eberhart, Yuhui Shi, (electronic book)

Computational intelligence : concepts to implementations, Russell C. Eberhart, Yuhui Shi, (electronic book)

Label
Computational intelligence : concepts to implementations
Title
Computational intelligence
Title remainder
concepts to implementations
Statement of responsibility
Russell C. Eberhart, Yuhui Shi
Creator
Contributor
Subject
Language
eng
Summary
Russ Eberhart and Yuhui Shi have succeeded in integrating various natural and engineering disciplines to establish Computational Intelligence. This is the first comprehensive textbook, including lots of practical examples.-Shun-ichi Amari, RIKEN Brain Science Institute, Japan This book is an excellent choice on its own, but, as in my case, will form the foundation for our advanced graduate courses in the CI disciplines.-James M. Keller, University of Missouri-Columbia The excellent new book by Eberhart and Shi 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. The book has an emphasis on practical applications and computational tools, which are very useful and important for further development of the computational intelligence field.-Xin Yao, The Centre of Excellence for Research in Computational Intelligence and Applications, Birmingham The soft analytic tools that comprise the field of computational intelligence have matured to the extent that they can, often in powerful combination with one another, form the foundation for a variety of solutions suitable for use by domain experts without extensive programming experience. Computational Intelligence: Concepts to Implementations provides the conceptual and practical knowledge necessary to develop solutions of this kind. 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. Features Moves clearly and efficiently from concepts and paradigms to algorithms and implementation techniques by focusing, in the early chapters, on the specific concepts and paradigms that inform the authors methodologies. Explores a number of key themes, including self-organization, complex adaptive systems, and emergent computation. Details the metrics and analytical tools needed to assess the performance of computational intelligence tools. Concludes with a series of case studies that illustrate a wide range of successful applications. Presents code examples in C and C++. Provides, at the end of each chapter, review questions and exercises suitable for graduate students, as well as researchers and practitioners engaged in self-study. Makes available, on a companion website, a number of software implementations that can be adapted for real-world applications. Moves clearly and efficiently from concepts and paradigms to algorithms and implementation techniques by focusing, in the early chapters, on the specific concepts and paradigms that inform the authors' methodologies. Explores a number of key themes, including self-organization, complex adaptive systems, and emergent computation. Details the metrics and analytical tools needed to assess the performance of computational intelligence tools. Concludes with a series of case studies that illustrate a wide range of successful applications. Presents code examples in C and C++. Provides, at the end of each chapter, review questions and exercises suitable for graduate students, as well as researchers and practitioners engaged in self-study. Makes available, on a companion website, a number of software implementations that can be adapted for real-world applications
Cataloging source
CaPaEBR
http://library.link/vocab/creatorName
Eberhart, Russell C
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
Q342
LC item number
.E34 2007eb
Literary form
non fiction
Nature of contents
  • standards specifications
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Shi, Yuhui
http://library.link/vocab/subjectName
  • Computational intelligence
  • Neural networks (Neurobiology)
Label
Computational intelligence : concepts to implementations, Russell C. Eberhart, Yuhui Shi, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 439-453) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
ebr10371737
Dimensions
25 cm.
Dimensions
unknown
Extent
xx, 467 p.
Form of item
electronic
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Original version note
Original electronic resource
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote
Label
Computational intelligence : concepts to implementations, Russell C. Eberhart, Yuhui Shi, (electronic book)
Publication
Bibliography note
Includes bibliographical references (p. 439-453) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
ebr10371737
Dimensions
25 cm.
Dimensions
unknown
Extent
xx, 467 p.
Form of item
electronic
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Original version note
Original electronic resource
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote

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