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Ant Colony Optimization

Techniques and Applications

Language EnglishEnglish
Book Hardback
Book Ant Colony Optimization Helio Barbosa
Libristo code: 24120830
Publishers In Tech, February 2013
Ant Colony Optimization (ACO) is the best example of how studies aimed at understanding and modeling... Full description
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Ant Colony Optimization (ACO) is the best example of how studies aimed at understanding and modeling the behavior of ants and other social insects can provide inspiration for the development of computational algorithms for the solution of difficult mathematical problems. Introduced by Marco Dorigo in his PhD thesis (1992) and initially applied to the travelling salesman problem, the ACO field has experienced a tremendous growth, standing today as an important nature-inspired stochastic metaheuristic for hard optimization problems. This book presents state-of-the-art ACO methods and is divided into two parts: (I) Techniques, which includes parallel implementations, and (II) Applications, where recent contributions of ACO to diverse fields, such as traffic congestion and control, structural optimization, manufacturing, and genomics are presented.

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About the book

Full name Ant Colony Optimization
Author Helio Barbosa
Language English
Binding Book - Hardback
Date of issue 2013
Number of pages 214
EAN 9789535110019
ISBN 9535110012
Libristo code 24120830
Publishers In Tech
Weight 540
Dimensions 170 x 244 x 13

Categories

Computing & Information Technology > Computer science > Artificial intelligence
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