株式会社極東書店トップ ＞ 商品一覧 ＞ Swarm Intelligence: Foundation, Principles, and Engineering Applications.
商品詳細
Swarm Intelligence: Foundation, Principles, and Engineering Applications.
・ISBN 978-0-367-54661-8 hard GB£ 103.99
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| 著者・編者 | Sharma, Abhishek / Sharma, Abhinav / Pandey, Jitendra Kumar / Ram, Mangey, |
|---|---|
| シリーズ | (Mathematical Engineering, Manufacturing, and Management Sciences) |
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2022 |
| ページ数 | 126 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A00-42110＞ |
解説
Swarm intelligence is one of the fastest growing subfields of artificial intelligence and soft computing. This field includes multiple optimization algorithms to solve NP-hard problems for which conventional methods are not effective. It inspires researchers in engineering sciences to learn theories from nature and incorporate them.
Swarm Intelligence: Foundation, Principles, and Engineering Applications provides a comprehensive review of new swarm intelligence techniques and offers practical implementation of Particle Swarm Optimization (PSO) with MATLAB code. The book discusses the statistical analysis of swarm optimization techniques so that researchers can analyse their experiment design. It also includes algorithms in social sectors, oil and gas industries, and recent research findings of new optimization algorithms in the field of engineering describing the implementation in machine learning.
This book is written for students of engineering, research scientists, and academicians involved in the engineering sciences.