Swarm Intelligence Algorithms: Modifications and Applications

By 作者:Adam Slowik

Hardcover : 378 pages

ISBN-10 : 1138391018

ISBN-13 : 9781138391017

Publisher Finelybook 出版社 : CRC Press (26 Aug. 2020)

Language 语言: : English

**The Book Description robot was collected from Amazon and arranged by Finelybook**

Nature-based algorithms play an important role among artificial intelligence algorithms. Among them are global optimization algorithms called swarm intelligence algorithms. These algorithms that use the behavior of simple agents and various ways of cooperation between them, are used to solve specific problems that are defined By 作者:the so-called objective function. Swarm intelligence algorithms are inspired By 作者:the social behavior of various animal species, e.g. ant colonies, bird flocks, bee swarms, schools of fish, etc. The family of these algorithms is very large and additionally includes various types of modifications to enable swarm intelligence algorithms to solve problems dealing with areas other than those for which they were originally developed.

This book presents 24 swarm algorithms together with their modifications and practical applications. Each chapter is devoted to one algorithm. It contains a short description along with a pseudo-code showing the various stages of its operation. In addition, each chapter contains a description of selected modifications of the algorithm and shows how it can be used to solve a selected practical problem.

This book should also be useful for undergraduate and postgraduate students studying nature-based optimization algorithms, and can be a helpful tool for learning these algorithms, along with their modifications and practical applications. In addition, it can be a useful source of knowledge for scientists working in the field of artificial intelligence, as well as for engineers interested in using this type of algorithms in their work.

If the reader wishes to expand his knowledge beyond the basics of swarm intelligence algorithms presented in this book and is interested in more detailed information, we recommend the book “Swarm Intelligence Algorithms: A Tutorial” (Edited By 作者:A. Slowik, CRC Press, 2020). It contains a detailed explanation of how each algorithm works, along with relevant program codes in Matlab and the C ++ programming language, as well as numerical examples illustrating step-By 作者:-step how individual algorithms work.

**下载地址**

Swarm Intelligence Algorithms Modifications and Applications 9781138391017.pdf

## 最新评论

wojiaoluoxin1天前说：失效了

auroracongwang2天前说：The Algorithm Design Manual 链接失效

yingjg02163天前说：链接失效了

13668920104天前说：压缩文件损坏，请重新上传，谢谢！

12084849961周前 (09-13)说：好的 谢谢

RJ121周前 (09-12)说：谢谢

12084849961周前 (09-12)说：试过了 不好使呢

12084849961周前 (09-12)说：你好 这个密码不好使