Download e-book for kindle: Integrated Methods for Optimization by John N. Hooker

By John N. Hooker

ISBN-10: 1441942580

ISBN-13: 9781441942586

This ebook integrates the main recommendations of mathematical programming (MP) and constraint programming (CP) right into a unified framework that permits them to be generalized and mixed. The unification of MP and CP creates optimization equipment that experience a lot higher modeling energy, elevated computational pace, and a large aid computational coding. This integration besides constraint programming being integrated right into a variety of programming languages, brings the sector a step toward with the ability to easily country an issue and having the pc clear up it.

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Example text

One can, in principle, cycle through the constraints in this fashion until no further filtering is possible. This allows one to draw some inferences that do not follow from any single constraint, even though the constraints are processed individually. A type of domain filtering known as bounds propagation is useful for the freight transport problem. The current domain of each variable xi is represented as a set {Li , Li + 1, . . , Ui} of consecutive integers, since the domains are reduced solely by tightening lower and upper bounds on the variables.

4. Feasible set (two triangular areas and black dot) of a production planning problem, projected onto the space of the continuous variables. The convex hull is the volume inside the dashed polyhedron.

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Integrated Methods for Optimization by John N. Hooker

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