Advances in evolutionary algorithms : theory, design and practice

著者

    • Ahn, Chang Wook

書誌事項

Advances in evolutionary algorithms : theory, design and practice

Chang Wook Ahn

(Studies in computational intelligence, v. 18)

Springer, c2006

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注記

Includes bibliographical references (p. [159]-166) and index

内容説明・目次

内容説明

Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. This book provides effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms.

目次

Practical Genetic Algorithms.- Real-World Application: Routing Problem.- Elitist Compact Genetic Algorithms.- Real-coded Bayesian Optimization Algorithm.- Multiobjective Real-coded Bayesian Optimization Algorithm.- Conclusions.

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詳細情報

  • NII書誌ID(NCID)
    BA76467430
  • ISBN
    • 3540317589
  • LCCN
    2005939008
  • 出版国コード
    gw
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Berlin
  • ページ数/冊数
    xv, 171 p.
  • 大きさ
    24 cm
  • 親書誌ID
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