Ant Colony Optimization and Constraint Programming.

Ant colony optimization is a metaheuristic which has been successfully applied to a wide range of combinatorial optimization problems. The author describes this metaheuristic and studies its efficiency for solving some hard combinatorial problems, with a specific focus on constraint programming. The...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Solnon, Christine
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Wiley, 2013.
Colección:ISTE.
Temas:
Constraint programming (Computer science)
Mathematical optimization.
Swarm intelligence.
Ant algorithms.
Programmation par contraintes.
Optimisation mathématique.
Algorithmes de colonies de fourmis.
COMPUTERS > Programming > Open Source.
COMPUTERS > Software Development & Engineering > General.
COMPUTERS > Software Development & Engineering > Tools.
Ant algorithms
Mathematical optimization
Swarm intelligence
Acceso en línea:Texto completo
Descripción
Sumario:Ant colony optimization is a metaheuristic which has been successfully applied to a wide range of combinatorial optimization problems. The author describes this metaheuristic and studies its efficiency for solving some hard combinatorial problems, with a specific focus on constraint programming. The text is organized into three parts. The first part introduces constraint programming, which provides high level features to declaratively model problems by means of constraints. It describes the main existing approaches for solving constraint satisfaction problems, including complete tree search.
Notas:Chapter 8. From Swarm Intelligence to Ant Colony Optimization.
Descripción Física:1 online resource (248 pages)
ISBN:9781118557563
1118557565
9781118619667
1118619668

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