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Cultural Algorithms : Recent Advances / by Shahin Jalili
(Engineering Optimization: Methods and Applications. ISSN:27314057)

データ種別 電子ブック
1st ed. 2022.
出版者 (Singapore : Springer Nature Singapore : Imprint: Springer)
出版年 2022
大きさ XIII, 271 p. 76 illus., 35 illus. in color : online resource
著者標目 *Jalili, Shahin author
SpringerLink (Online service)

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URL
射水-電子 007 EB0004286 Computer Scinece R0 2005-6,2022-3

9789811946332

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一般注記 Introduction to Culture -- Introduction to optimization -- Cultural Algorithms (CAs) -- Applications of Engineering.
This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimization techniques inspired by the bio-cultural evolutionary theory, in which both types of vertical and horizontal learning behaviors are modeled. The book includes well-briefed basics of optimization and theoretical backgrounds of Cultural Algorithms in its initial chapters and then discusses their applications in different branches of science and engineering. It provides detailed mathematical formulations and algorithmic pseudo-codes of hybridized, extended, and multi-population variants of cultural algorithms. The book will serve the research students, fellows, professors, and industry professionals to implement real-time applications of Cultural Algorithms
HTTP:URL=https://doi.org/10.1007/978-981-19-4633-2
件 名 LCSH:Computational intelligence
LCSH:Artificial intelligence
LCSH:Computer vision
LCSH:Engineering mathematics
LCSH:Engineering -- Data processing  全ての件名で検索
FREE:Computational Intelligence
FREE:Artificial Intelligence
FREE:Computer Vision
FREE:Mathematical and Computational Engineering Applications
分 類 LCC:Q342
DC23:006.3
書誌ID EB00003674
ISBN 9789811946332

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