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Column Generation Algorithms for a Single Machine Problem with Deteriorating Jobs and Deterioration Maintenance Activities

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Abstract This article addresses the single machine scheduling problem in which the actual processing time of jobs change depending on an elapsed time between its start time and a released… Click to show full abstract

Abstract This article addresses the single machine scheduling problem in which the actual processing time of jobs change depending on an elapsed time between its start time and a released time or completion time of a recent maintenance activity. The introduced problem reflects production industry of chemical and metallurgical processes. The objective of this problem is to determine a sequence of jobs and the number and positions of maintenance activities on a single machine to minimize the makespan. We introduce a mixed integer linear programming (MILP) model for the problem. We then propose column generation (CG) algorithms by using Dantzig-Wolfe decomposition approach. The performances of the CG algorithms are evaluated with randomly generated examples.

Keywords: maintenance activities; problem; time; single machine

Journal Title: Procedia Manufacturing
Year Published: 2019

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