Minimization of squared deviation of completion times about a common due date

Minimization of squared deviation of completion times about a common due date

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Article ID: iaor20031401
Country: United Kingdom
Volume: 29
Issue: 14
Start Page Number: 2073
End Page Number: 2085
Publication Date: Dec 2002
Journal: Computers and Operations Research
Authors:
Keywords: programming: dynamic, heuristics
Abstract:

We discuss a non-preemptive single-machine job sequencing problem where the objective is to minimize the sum of squared deviation of completion times of jobs from a common due date. There are three versions of the problem – tightly restricted, restricted and unrestricted. Separate dynamic programming formulations have already been suggested for each of these versions, but no unified approach is available. We have proposed a pseudo-polynomial DP solution and a polynomial heuristic for general instance. Computational results show that tightly restricted instances of up to 600 jobs can be solved in less than 6 s. General instances of up to 80 jobs take less than 2 s.

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