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2011-12

The Stability Box in Interval Data for Minimizing the Sum of Weighted Completion Times

by Sotskov, Y.N.; Egorova, N.G.; Lai, T.-C.; Werner, F..


Series: 2011-12, Preprints

MSC:
90B35 Scheduling theory, deterministic
90C31 Sensitivity, stability, parametric optimization

Abstract:
We consider a single-machine scheduling problem, in which the processing time of a job can take any value from a given segment. The criterion is to minimize the sum of weighted completion times of the $n$ jobs, a positive weight being associated with a job. For a job permutation, we study the stability box, which is a subset of the stability region. We derive an $O(n \log n)$ algorithm for constructing a job permutation with the largest volume and dimension of a stability box. The efficiency of a permutation with the largest dimension and volume of a stability box is demonstrated via a simulation on a set of randomly generated instances with $1000 \leq n \leq 2000$. If several permutations have the largest volume of a stability box, the developed algorithm selects one of them due to one of three simple heuristics: a lower-point heuristic, an upper-point heuristic or a mid-point heuristic.

Keywords:
Single-machine scheduling; Uncertain data; Total weighted completion time; Stability analysis