Glowworm Swarm Optimization: Theory, Algorithms, and Applications: 698 (Studies in Computational Intelligence) - Tapa blanda

Kaipa, Krishnanand N.; Ghose, Debasish

 
9783319846941: Glowworm Swarm Optimization: Theory, Algorithms, and Applications: 698 (Studies in Computational Intelligence)
Tapa blanda
ISBN 10: 3319846949 ISBN 13: 9783319846941
Editorial: Springer, 2018

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2018
Idioma
Inglés
ISBN 10 
3319846949
ISBN 13 
9783319846941
Encuadernación
Tapa blanda
Número de páginas
276
Contacto del fabricante
no disponible
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Hamburg
Alemania

Otras ediciones populares con el mismo título

9783319515946: Glowworm Swarm Optimization: Theory, Algorithms, and Applications: 698 (Studies in Computational Intelligence)

Edición Destacada

ISBN 10:  3319515942 ISBN 13:  9783319515946
Editorial: Springer, 2017
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