Name: Glowworm Swarm Optimization: Theory, Algorithms, and Applications (en Inglés)
Price: 114.52 USD
Availability: InStock
Author: Kaipa, Krishnanand N. ; Ghose, Debasish
ISBN: 9783319846941

portada Glowworm Swarm Optimization: Theory, Algorithms, and Applications (en Inglés)

Glowworm Swarm Optimization: Theory, Algorithms, and Applications (en Inglés)

Formato

Libro Físico

Autor

Krishnanand N. Kaipa

Debasish Ghose

Editorial

Springer

Idioma

Inglés

N° páginas

248

Encuadernación

Tapa Blanda

Dimensiones

23.4 x 15.6 x 1.5 cm

Peso

0.39 kg.

ISBN13

9783319846941

Categorías

Ingeniería: general
Algoritmos y estructuras de datos
Inteligencia artificial

Glowworm Swarm Optimization: Theory, Algorithms, and Applications (en Inglés)

Krishnanand N. Kaipa (Autor) · Debasish Ghose (Autor) · Springer · Tapa Blanda

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Reseña del libro "Glowworm Swarm Optimization: Theory, Algorithms, and Applications (en Inglés)"

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.