A simple heuristic to minimize makespan on parallel processors with unequal capacities

A simple heuristic to minimize makespan on parallel processors with unequal capacities

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Article ID: iaor19962036
Country: United States
Volume: 1
Issue: 3
Start Page Number: 173
End Page Number: 181
Publication Date: Dec 1995
Journal: International Journal of Operations and Quantitative Management
Authors: , ,
Keywords: heuristics
Abstract:

Jobs with fixed processing times must be assigned to m parallel processors to minimize makespan. There is a limit on the number of jobs that may be assigned to each processor. When these limits are equal, there are several fast and effective heuristics available. However, when processor capacities are not identical, the heuristic performance degrades. The authors present a new simple greedy heuristic for nonidentical limits. The key idea is to forecast makespans from partial solutions. For the case m=2, the heuristic has asymptotically optimal performance.

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