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Computational Intelligence-based Optimization Algorithms: From Theory to Practice.

Computational Intelligence-based Optimization Algorithms: From Theory to Practice.

・ISBN 978-1-032-54415-1 paper GB£ 61.99

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お気に入り
電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 9781003424765
著者・編者Zolghadr-Asli, Babak,
出版社 (CRC Press, UK)
出版年月2023
ページ数338 pp.
言語ENG
ニュース番号<A01-20890>

解説

Computational intelligence-based optimization methods, also known as metaheuristic optimization algorithms, are a popular topic in mathematical programming.

These methods have bridged the gap between various approaches and created a new school of thought to solve real-world optimization problems. In this book, we have selected some of the most effective and renowned algorithms in the literature. These algorithms are not only practical but also provide thought-provoking theoretical ideas to help readers understand how they solve optimization problems. Each chapter includes a brief review of the algorithm's background and the fields it has been used in.

Additionally, Python code is provided for all algorithms at the end of each chapter, making this book a valuable resource for beginner and intermediate programmers looking to understand these algorithms.