An experimental evaluation of heuristics for scheduling in a real-life flowshop with sequence-dependent setup times of jobs

An experimental evaluation of heuristics for scheduling in a real-life flowshop with sequence-dependent setup times of jobs

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Article ID: iaor1998732
Country: Netherlands
Volume: 49
Issue: 3
Start Page Number: 255
End Page Number: 263
Publication Date: May 1997
Journal: International Journal of Production Economics
Authors: ,
Keywords: heuristics, optimization: simulated annealing
Abstract:

This paper deals with the development and evaluation of heuristics for scheduling in a real-life flowshop. The case study differs from the conventional flowshop scheduling problem in that the setup times of jobs are separated from process times and are sequence-dependent. We present a heuristic algorithm that makes use of simulated annealing (SA) technique. We also present a perturbation scheme in the SA algorithm. The proposed and existing heuristics are evaluated for scheduling to minimize the maximum weighted tardiness of a job and total weighted tardiness of jobs. The results of the computational evaluation reveal that the proposed heuristic performs much better than the existing ones.

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