A beam search approach for the optimization version of the car sequencing problem

A beam search approach for the optimization version of the car sequencing problem

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Article ID: iaor2009949
Country: Netherlands
Volume: 159
Issue: 1
Start Page Number: 233
End Page Number: 244
Publication Date: Mar 2008
Journal: Annals of Operations Research
Authors: , ,
Keywords: beam search
Abstract:

The Car Sequencing Problem (CSP) is a feasibility problem that has attracted the attention of the Constraint Programming community for a number of years now. In this paper, a new version (opt-CSP) that extends the original problem is defined, converting this into an optimization problem in which the goal is to satisfy the typical hard constraints. This paper presents a solution procedure for opt-CSP using Beam Search. Computational results are presented using public instances that verify the goodness of the procedure and demonstrate its excellent performance in obtaining feasible solutions for the majority of instances while satisfying the new constraints.

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