Kniha Ant Colony Optimization Helio Barbosa

Ant Colony Optimization

Techniques and Applications

Autor: Helio Barbosa
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: In Tech
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
2 535
Ant Colony Optimization (ACO) is the best example of how studies aimed at understanding and modeling...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2013
Stránek
214
EAN
9789535110019
ISBN
9535110012
Enbook ID
24120830
Vydavatel
Hmotnost
540
Rozměry
170 x 244 x 13

Kompletní popis

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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