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Glowworm Swarm Optimization

Theory, Algorithms, and Applications. Studies in Computational Intelligence 698

Format: Hardback
Publisher: Springer International Publishing AG, Cham, Switzerland
Published: 18th Jan 2017
Dimensions: w 156mm h 234mm d 17mm
Weight: 566g
ISBN-10: 3319515942
ISBN-13: 9783319515946
Barcode No: 9783319515946
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Synopsis
This book provides a comprehensive account of the glowworm swarm optimization (GSO) algorithm, including details of the underlying ideas, theoretical foundations, algorithm development, various applications, and MATLAB programs for the basic GSO algorithm. It also discusses several research problems at different levels of sophistication that can be attempted by interested researchers. The generality of the GSO algorithm is evident in its application to diverse problems ranging from optimization to robotics. Examples include computation of multiple optima, annual crop planning, cooperative exploration, distributed search, multiple source localization, contaminant boundary mapping, wireless sensor networks, clustering, knapsack, numerical integration, solving fixed point equations, solving systems of nonlinear equations, and engineering design optimization. The book is a valuable resource for researchers as well as graduate and undergraduate students in the area of swarm intelligence and computational intelligence and working on these topics.

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