Advances in swarm intelligence : variations and adaptations for optimization problems / Anupam Biswas, Can B. Kalayci, Seyedali Mirjalili, editors.

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Bibliographic Details
Other Authors: Biswas, Anupam (Editor), Kalayci, Can B. (Editor), Mirjalili, Seyedali (Editor)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, [2023]
Series:Studies in computational intelligence ; v. 1054.
Subjects:
Online Access:Click for online access

MARC

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245 0 0 |a Advances in swarm intelligence :  |b variations and adaptations for optimization problems /  |c Anupam Biswas, Can B. Kalayci, Seyedali Mirjalili, editors. 
264 1 |a Cham, Switzerland :  |b Springer,  |c [2023] 
300 |a 1 online resource :  |b illustrations (black and white, and color). 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a Studies in computational intelligence ;  |v volume 1054 
505 0 |a 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. 
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. 
588 0 |a Print version record. 
650 0 |a Swarm intelligence. 
650 7 |a Swarm intelligence  |2 fast 
700 1 |a Biswas, Anupam,  |e editor. 
700 1 |a Kalayci, Can B.,  |e editor. 
700 1 |a Mirjalili, Seyedali,  |e editor. 
776 0 8 |i Print version:  |t Advances in swarm intelligence.  |d Cham : Springer, 2022  |z 9783031098345  |w (OCoLC)1338687389 
830 0 |a Studies in computational intelligence ;  |v v. 1054. 
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