Read e-book online Ant Colony Optimization and Constraint Programming PDF

By Christine Solnon

Ant colony optimization is a metaheuristic which has been effectively utilized to a variety of combinatorial optimization difficulties. the writer describes this metaheuristic and reports its potency for fixing a few tough combinatorial difficulties, with a particular specialize in constraint programming. The textual content is prepared into 3 elements.

The first half introduces constraint programming, which supplies excessive point good points to declaratively version difficulties through constraints. It describes the most current techniques for fixing constraint pride difficulties, together with whole tree seek ways and metaheuristics, and indicates how they are often built-in inside constraint programming languages.

The moment half describes the ant colony optimization metaheuristic and illustrates its features on diverse constraint pride problems.
The 3rd half exhibits how the ant colony can be built-in inside a constraint programming language, therefore combining the expressive strength of constraint programming languages, to explain difficulties in a declarative means, and the fixing energy of ant colony optimization to successfully resolve those problems.

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Ant Colony Optimization and Constraint Programming by Christine Solnon

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