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portada Ant Colony Optimization and Constraint Programming
Ant Colony Optimization and Constraint ProgrammingAnt Colony Optimization and Constraint ProgrammingAnt Colony Optimization and Constraint ProgrammingAnt Colony Optimization and Constraint Programming
Type
Physical Book
Publisher
Language
English
Pages
320
Format
Hardcover
Dimensions
23.4 x 15.5 x 2.0 cm
Weight
0.50 kg.
ISBN
9781848211308
ISBN13
9781848211308

Ant Colony Optimization and Constraint Programming

Christine Solnon (Author) · Wiley-Iste · Hardcover

Ant Colony Optimization and Constraint Programming - Solnon, Christine

New Book Imported to Austria
Delivery: 16 Jul - 21 Jul Shipping: 13 to 15 business days.
192,97 €
Import costs and 10% VAT included in the price ✅
192,97 €

Synopsis "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 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. The second part describes the ant colony optimization metaheuristic and illustrates its capabilities on different constraint satisfaction problems. The third part shows how the ant colony may be integrated within a constraint programming language, thus combining the expressive power of constraint programming languages, to describe problems in a declarative way, and the solving power of ant colony optimization to efficiently solve these problems.

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