Ant Colony Optimization and Constraint Programming



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Ant Colony Optimization and Constraint Programming
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AuthorChristine Solnon
PublisherWiley
Published2010
Pages320
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101848211309
ISBN-139781848211308
EBook Hardcover Paperback

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 approaches and metaheuristics, and shows how they can be integrated within constraint programming languages.





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