Data partitioning heuristics for unrelated parallel machine scheduling

Data partitioning heuristics for unrelated parallel machine scheduling

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Article ID: iaor2002733
Country: United Kingdom
Volume: 5
Issue: 1
Start Page Number: 1
End Page Number: 13
Publication Date: Jan 1993
Journal: IMA Journal of Mathematics Applied in Business and Industry
Authors:
Abstract:

In this paper we consider a hybrid heuristic approach to a class of problems of assigning each job in a given set to one machine in a given set, to minimize the maximal completion time of all jobs. A special form of local optimality is introduced and it is shown that, for a special class of data, any heuristic can be extended to provide a solution with this local optimality property in a finite number of iterations. The results of this analysis are then used in a data partitioning scheme for a broader class of data to provide posterior bounds on loss of optimality.

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