An improved hybrid model for the generic hoist scheduling problem

An improved hybrid model for the generic hoist scheduling problem

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Article ID: iaor20031390
Country: Netherlands
Volume: 115
Issue: 1
Start Page Number: 173
End Page Number: 191
Publication Date: Sep 2002
Journal: Annals of Operations Research
Authors: ,
Keywords: transportation: general
Abstract:

The generic hoist scheduling problem is NP-hard and arises from automated manufacturing lines. In recent work using the constraint logic programming (CLP) formalism, a unified model has been developed with the problem description and solution method separated. We provide an improved model and new preprocessing stages where, as before, solutions and proof of optimality are provided by a hybrid CLP–MIP (mixed integer programming) algorithm. The new algorithm is more scalable and robust. We give empirical results for a range of problem classes on benchmark problems from several sources.

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