rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Computational intelligence
    sub title: concepts to implementations
  name:
    name part: Eberhart, Russell C.
    role:
      role term: creator
  name:
    name part: Shi, Yuhui.
  name:
    name part: ScienceDirect (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: cau
    place:
      place term: San Francisco
    publisher: Morgan Kaufmann Publishers
    date issued: ©2007
    date issued: 2007
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource
  abstract: 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 computatio…
  table of contents: FOUNDATIONS -- COMPUTATIONAL INTELLIGENCE -- EVOLUTIONARY COMPUTATION CONCEPTS AND PARADIGMS -- EVOLUTIONARY COMPUTATION IMPLEMENTATIONS -- NEURAL NETWORK CONCEPTS AND PARADIGMS -- NEURAL NETWORK IMPLEMENTATIONS -- FUZZY SYSTEMS CONCEPTS AND PARADIGMS -- FUZZY SYSTEMS IMPLEMENTATIONS -- COMPUTATIONAL INTELLIGENCE IMPLEMENTATIONS -- PERFORMANCE METRICS -- ANALYSIS AND EXPLANATION -- CASE STUDY SUMMARIES.
  note: Russell C. Eberhart, Yuhui Shi.
  note: Includes bibliographical references and index.
  subject:
    topic: Computational intelligence
  subject:
    topic: Neural networks (Neurobiology)
  subject:
    topic: Intelligence informatique
  subject:
    topic: Réseaux neuronaux (Neurobiologie)
  subject:
    topic: Computational intelligence
  subject:
    topic: Neural networks (Neurobiology)
  classification: Q342 .E34 2007eb
  classification: 006.3
  related item:
    title info:
      title: Computational intelligence
    name:
      name part: Eberhart, Russell C.
    origin info:
      publisher: San Francisco : Morgan Kaufmann Publishers, ©2007
    identifier: (DLC) 2007021459
    identifier: (OCoLC)136781819
  identifier: 9781558607590
  identifier: 1558607595
  identifier: 9780080553832
  identifier: 0080553834
  identifier: 90429:90429 Elsevier Science & Technology
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: OPELS
    record creation date: 070806
    record change date: 20260326152222.6
    record identifier: in00005733393
    language of cataloging:
      language term: eng