A heuristic approach to bicriteria scheduling

Date

1999-10-01

Author

Köksalan, Mustafa Murat

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We consider the problem of sequencing jobs on a single machine while minimizing a nondecreasing function of two criteria. We develop a heuristic procedure that quickly finds a good solution for bicriteria scheduling. The procedure is based on using several arcs in the criterion space that are representative of the possible locations of nondominated solutions. By sampling a small number of points on these arcs, a promising point is identified in the criterion space for each are. An efficient sequence in the neighborhood of each of the promising points is found and the best of these efficient sequences is selected as the heuristic solution. We implement the procedure for two different bicriteria scheduling problems: (i) minimizing total flowtime and maximum tardiness and (ii) minimizing total flowtime and maximum earliness. The computational experience on a wide variety of problem instances show that the heuristic approach is very robust and yields good solutions. (C) 1999 John Wiley & Sons, Inc.

Subject Keywords

Management Science and Operations Research, General Engineering, Modelling and Simulation, Ocean Engineering

URI

https://hdl.handle.net/11511/57839

Journal

NAVAL RESEARCH LOGISTICS

DOI

https://doi.org/10.1002/(sici)1520-6750(199910)46:7<777::aid-nav2>3.0.co;2-5

Collections

Department of Industrial Engineering, Article

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Citation Formats

M. M. Köksalan, “A heuristic approach to bicriteria scheduling,” NAVAL RESEARCH LOGISTICS, pp. 777–789, 1999, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/57839.