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by Pascal van Hentenryck,Michela Milano

Author: Pascal van Hentenryck,Michela Milano
Subcategory: Computer Science
Language: English
Publisher: Springer; 2011 edition (November 8, 2010)
Pages: 560 pages
Category: Technologies and Computers
Rating: 4.6
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Springer Optimization and Its Applications. The Ten Years of CPAIOR.

Springer Optimization and Its Applications. Provides several solution methods for common constraint programming problems.

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Pascal Van Hentenryck. Hybrid Optimization: the 10 years of CPAIOR. The purpose of this chapter is to introduce the collection that celebrates the 10years of CPAIOR. Willem-Jan van Hoeve. This paper presents a hybrid optimization model that allows a cloud service provider to establish virtual machine (VM) placement strategies for its data centers in such a way that energy efficiency and network quality of service are jointly optimized. Usually, VM placement is an activity not fully integrated with network operations.

Series: Springer Optimization and Its Applications 45.

Издание: 1. Язык: english. ISBN 13: 9781441916433. Series: Springer Optimization and Its Applications 45. File: PDF, . 0 MB. Save for later.

Items related to Hybrid Optimization: The Ten Years of CPAIOR . Provides several solution methods for common combinatorial optimization and decision problems. 5. Hybrid Optimization. Pascal van Hentenryck. Published by Springer (2012).

Items related to Hybrid Optimization: The Ten Years of CPAIOR (Springer. Hybrid Optimization: The Ten Years of CPAIOR (Springer Optimization and Its Applications). ISBN 13: 9781461427308. ISBN 10: 1461427304 ISBN 13: 9781461427308.

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By Pascal Van Hentenryck. Hybrid Optimization The Ten Years Of Cpaior. There's no description for this book yet.

Hybrid Optimization focuses on the application of artificial intelligence and operations research techniques to constraint programming for solving combinatorial optimization problems. This book covers the most relevant topics investigated in the last ten years by leading experts in the field, and speculates about future directions for research.

This book includes contributions by experts from different but related areas of research including constraint programming, decision theory, operations research, SAT, artificial intelligence, as well as others. These diverse perspectives are actively combined and contrasted in order to evaluate their relative advantages.

This volumepresents techniques for hybrid modeling, integrated solving strategies including global constraints, decomposition techniques, use of relaxations, and search strategies including tree search local search and metaheuristics. Various applications of the techniques presented as well as supplementary computational tools are also discussed.