4.7 Article

The strong NP-hardness of the maximum lateness minimization scheduling problem with the processing-time based aging effect

Journal

APPLIED MATHEMATICS AND COMPUTATION
Volume 218, Issue 11, Pages 6498-6510

Publisher

ELSEVIER SCIENCE INC
DOI: 10.1016/j.amc.2011.12.020

Keywords

Scheduling; Deteriorating; Aging effect; Computational complexity

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In this paper, we analyse the single machine maximum lateness minimization scheduling problem with the processing time based aging effect, where the processing time of each job is described by a non-decreasing function dependent on the sum of the normal processing times of preceded jobs. The computational complexity of this problem was not determined. However, we show it is strongly NP-hard by proving the strong NP-hardness of the single machine maximum completion time minimization problem with this aging model and job deadlines. Furthermore, we determine the boundary between polynomially solvable and NP-hard cases. (C) 2011 Elsevier Inc. All rights

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