Advances in Swarm Intelligence: Variations and Adaptations for Optimization Problems (Studies in Computational Intelligence, Band 1054) - Softcover

 
9783031098376: Advances in Swarm Intelligence: Variations and Adaptations for Optimization Problems (Studies in Computational Intelligence, Band 1054)
Softcover
ISBN 10: 3031098374 ISBN 13: 9783031098376
Verlag: Springer, 2023

Inhaltsangabe

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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Von der hinteren Coverseite

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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Verlag
Springer
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
3031098374
ISBN 13 
9783031098376
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
432
Herausgeber
Biswas Anupam, Kalayci Can B., Mirjalili Seyedali
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

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Darmstadt
64293
Deutschland

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9783031098345: Advances in Swarm Intelligence: Variations and Adaptations for Optimization Problems (Studies in Computational Intelligence, 1054, Band 1054)

Vorgestellte Ausgabe

ISBN 10:  303109834X ISBN 13:  9783031098345
Verlag: Springer, 2022
Hardcover