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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems

4th International Conference, CPAIOR 2007, Brussels, Belgium, May 23-26, 2007, Proceedings

By: Pascal Van Hentenryck (Editor), Laurence Wolsey (Editor)

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Paperback | 24 May 2007

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This book constitutes the refereed proceedings of the 4th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2007, held in Brussels, Belgium in May 2007.

The 27 revised full papers presented were carefully reviewed and selected from 80 submissions. Methodological and foundational issues from AI, OR, and algorithmics are presented as well as applications to the solution of combinatorial optimization problems in various fields via constraint programming.

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Mathematics Combinatorics & Graph Theory Computer Programming & Software Development Business & Management Operational Research

Minimum cardinality matrix decomposition into consecutive-ones matrices : CP and IP approaches	p. 1
Connections in networks : hardness of feasibility versus optimality	p. 16
Modeling the regular constraint with integer programming	p. 29
Hybrid local search for constrained financial portfolio selection problems	p. 44
The "not-too-heavy spanning tree" constraint	p. 59
Eliminating redundant clauses in SAT instances	p. 71
Cost-bounded binary decision diagrams for 0-1 programming	p. 84
YIELDS : a yet improved limited discrepancy search for CSPs	p. 99
A global constraint for total weighted completion time	p. 112
Computing tight time windows for RCPSPWET with the primal-dual method	p. 127
Necessary condition for path partitioning constraints	p. 141
A constraint programming approach to the hospitals / residents problem	p. 155
Best-first AND/OR search for 0/1 integer programming	p. 171
A position-based propagator for the open-shop problem	p. 186
Directional interchangeability for enhancing CSP solving	p. 200
A continuous multi-resources cumulative constraint with positive-negative resource consumption-production	p. 214
Replenishment planning for stochastic inventory systems with shortage cost	p. 229
Preprocessing expression-based constraint satisfaction problems for stochastic local search	p. 244
The deviation constraint	p. 260
The linear programming polytope of binary constraint problems with bounded tree-width	p. 275
On Boolean functions encodable as a single linear pseudo-Boolean constraint	p. 288
Solving a stochastic queueing control problem with constraint programming	p. 303
Constrained clustering via concavity cuts	p. 318
Bender's cuts guided large neighborhood search for the traveling umpire problem	p. 332
A large neighborhood search heuristic for graph coloring	p. 346
Generalizations of the global cardinality constraint for hierarchical resources	p. 361
A column generation based destructive lower bound for resource constrained project scheduling problems	p. 376
Table of Contents provided by Blackwell. All Rights Reserved.

Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems

4th International Conference, CPAIOR 2007, Brussels, Belgium, May 23-26, 2007, Proceedings

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