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Handbook of AI-based Metaheuristics.
・ISBN 978-0-367-75303-0 hard GB£ 235.00
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| 著者・編者 | Kulkarni, Anand J. / Siarry, Patrick (eds.), |
|---|---|
| シリーズ | (Advances in Metaheuristics) |
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2021 |
| ページ数 | 398 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A00-42823＞ |
解説
At the heart of the optimization domain are mathematical modeling of the problem and the solution methodologies. The problems are becoming larger and with growing complexity. Such problems are becoming cumbersome when handled by traditional optimization methods. This has motivated researchers to resort to artificial intelligence (AI)-based, nature-inspired solution methodologies or algorithms.
The Handbook of AI-based Metaheuristics provides a wide-ranging reference to the theoretical and mathematical formulations of metaheuristics, including bio-inspired, swarm-based, socio-cultural, and physics-based methods or algorithms; their testing and validation, along with detailed illustrative solutions and applications; and newly devised metaheuristic algorithms.
This will be a valuable reference for researchers in industry and academia, as well as for all Master's and PhD students working in the metaheuristics and applications domains.