Cultural Algorithms : Recent Advances / by Shahin Jalili
(Engineering Optimization: Methods and Applications. ISSN:27314057)
データ種別 | 電子ブック |
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版 | 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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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 |
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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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