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商品詳細
Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications.
・ISBN 978-1-032-07092-6 paper GB£ 49.99
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| 著者・編者 | Mirjalili, Seyedali (ed.), |
|---|---|
| シリーズ | (Advances in Metaheuristics) |
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2025 |
| ページ数 | 332 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A03-90727＞ |
解説
Moth-Flame Optimization algorithm is an emerging meta-heuristic and has been widely used in both science and industry. Solving optimization problem using this algorithm requires addressing a number of challenges, including multiple objectives, constraints, binary decision variables, large-scale search space, dynamic objective function, and noisy parameters.
Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications provides an in-depth analysis of this algorithm and the existing methods in the literature to cope with such challenges.
Key Features:
- Reviews the literature of the Moth-Flame Optimization algorithm
- Provides an in-depth analysis of equations, mathematical models, and mechanisms of the Moth-Flame Optimization algorithm
- Proposes different variants of the Moth-Flame Optimization algorithm to solve binary, multi-objective, noisy, dynamic, and combinatorial optimization problems
- Demonstrates how to design, develop, and test different hybrids of Moth-Flame Optimization algorithm
- Introduces several applications areas of the Moth-Flame Optimization algorithm
This handbook will interest researchers in evolutionary computation and meta-heuristics and those who are interested in applying Moth-Flame Optimization algorithm and swarm intelligence methods overall to different application areas.