A hybrid simulated annealing approach for single machine scheduling problems with non-regular penalty functions

A hybrid simulated annealing approach for single machine scheduling problems with non-regular penalty functions

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Article ID: iaor1994112
Country: United Kingdom
Volume: 20
Issue: 2
Start Page Number: 103
End Page Number: 111
Publication Date: Feb 1993
Journal: Computers and Operations Research
Authors: , ,
Keywords: optimization: simulated annealing, heuristics
Abstract:

An algorithm is presented for single machine scheduling problems which have V-shaped optimal schedules. The algorithm is a hybrid of a greedy approach, followed by a simulated annealing search of the V-shaped sequence solution space. A number of non-regular objective functions, both with and without a common due date, are considered. In all test problems, the algorithm gives better solutions than the heuristics previously presented in the literature.

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