A Local Search Modeling for Constrained Optimum Paths Problems (Extended Abstract)

Pham, Quang Dung, Deville, Yves, Van Hentenryck, Pascal

arXiv.org Artificial Intelligence 

Constrained Optimum Path (COP) problems appear in many real-life applications, especially on communication networks. Some of these problems have been considered and solved by specific techniques which are usually difficult to extend. In this paper, we introduce a novel local search modeling for solving some COPs by local search. The modeling features the compositionality, modularity, reuse and strengthens the benefits of Constrained-Based Local Search. We also apply the modeling to the edge-disjoint paths problem (EDP). We show that side constraints can easily be added in the model. Computational results show the significance of the approach.

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