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Ant Colony Optimization and Constraint Programming Pdf

Download Ant Colony Optimization and Constraint Programming Pdf

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Book Description:

Ant colony optimization is a metaheuristic which has been effectively utilized to quite a lot of combinatorial optimization points. The author describes this metaheuristic and analysis its effectivity for fixing some arduous combinatorial points, with a specific consider constraint programming. The textual content material is organized into three parts.

The first half introduces constraint programming, which provides high diploma choices to declaratively model points by way of constraints. It describes the first current approaches for fixing constraint satisfaction points, along with full tree search approaches and metaheuristics, and reveals how they’re typically constructed-in inside constraint programming languages.

The second half describes the ant colony optimization metaheuristic and illustrates its capabilities on completely totally different constraint satisfaction points.
The third half reveals how the ant colony may be constructed-in inside a constraint programming language, thus combining the expressive power of constraint programming languages, to elucidate points in a declarative means, and the fixing power of ant colony optimization to successfully clear up these points.




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