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portada Advances in Swarm Intelligence. Variations and Adaptations for Optimization Problems
Type
Physical Book
Publisher
Author
Year
2022
Language
English
Pages
432
Format
Paperback
ISBN13
9783031098369

Advances in Swarm Intelligence. Variations and Adaptations for Optimization Problems

Anupam Biswas;Can B. Kalayci;Seyedali Mirjalili (Author) · Springer Nature B.V. · Paperback

Advances in Swarm Intelligence. Variations and Adaptations for Optimization Problems - Anupam Biswas;Can B. Kalayci;Seyedali Mirjalili

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Synopsis "Advances in Swarm Intelligence. Variations and Adaptations for Optimization 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. 

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