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Advances in swarm intelligence = var...

Biswas, Anupam.

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Advances in swarm intelligence = variations and adaptations for optimization problems /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in swarm intelligence/ edited by Anupam Biswas, Can B. Kalayci, Seyedali Mirjalili.
其他題名:	variations and adaptations for optimization problems /
其他作者:	Biswas, Anupam.
出版者:	Cham :Springer International Publishing : : 2023.,
面頁冊數:	ix, 419 p. :ill., digital ;24 cm.
內容註:	A Brief Tutorial on Optimization Problems, Optimization Algorithms, Meta-heuristics, and Swarm Intelligence -- Introductory Review of Swarm Intelligence Techniques -- Swarm Intelligence for Deep Learning: Concepts, Challenges and Recent Trends -- Advances on Particle Swarm Optimization in Solving Discrete Optimization Problems -- Performance Analysis of Hybrid Memory Based Dragonfly Algorithm in Engineering Problems.
Contained By:	Springer Nature eBook
標題:	Swarm intelligence. -
電子資源:	https://doi.org/10.1007/978-3-031-09835-2
ISBN:	9783031098352

Advances in swarm intelligence = variations and adaptations for optimization problems /
Advances in swarm intelligencevariations and adaptations for optimization problems /[electronic resource] :edited by Anupam Biswas, Can B. Kalayci, Seyedali Mirjalili. - Cham :Springer International Publishing :2023. - ix, 419 p. :ill., digital ;24 cm. - Studies in computational intelligence,v. 10541860-9503 ;. - Studies in computational intelligence ;v. 1054..

A Brief Tutorial on Optimization Problems, Optimization Algorithms, Meta-heuristics, and Swarm Intelligence -- Introductory Review of Swarm Intelligence Techniques -- Swarm Intelligence for Deep Learning: Concepts, Challenges and Recent Trends -- Advances on Particle Swarm Optimization in Solving Discrete Optimization Problems -- Performance Analysis of Hybrid Memory Based Dragonfly Algorithm in Engineering Problems.

Swarm Intelligence (SI) has grown significantly, both from the perspective of algorithmic development and applications covering almost all disciplines science and technology. This book emphasizes the studies of existing SI techniques, their variants and applications. The book also contains reviews of new developments in SI techniques and hybridizations. Algorithm specific studies covering basic introduction and analysis of key components of these algorithms, such as convergence, balance of solution accuracy, computational costs, tuning and control of parameters. Application specific studies incorporating the ways of designing objective functions, solution representation and constraint handling. The book also includes studies on application domain specific adaptations in the SI techniques. The book will be beneficial for academicians and researchers from various disciplines of engineering and science working in applications of SI and other optimization problems.

ISBN: 9783031098352

Standard No.: 10.1007/978-3-031-09835-2doiSubjects--Topical Terms:

577800
Swarm intelligence.

LC Class. No.: Q337.3

Dewey Class. No.: 006.3824

Advances in swarm intelligence = variations and adaptations for optimization problems /
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520 $a Swarm Intelligence (SI) has grown significantly, both from the perspective of algorithmic development and applications covering almost all disciplines science and technology. This book emphasizes the studies of existing SI techniques, their variants and applications. The book also contains reviews of new developments in SI techniques and hybridizations. Algorithm specific studies covering basic introduction and analysis of key components of these algorithms, such as convergence, balance of solution accuracy, computational costs, tuning and control of parameters. Application specific studies incorporating the ways of designing objective functions, solution representation and constraint handling. The book also includes studies on application domain specific adaptations in the SI techniques. The book will be beneficial for academicians and researchers from various disciplines of engineering and science working in applications of SI and other optimization problems.
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