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Scheduling with non-renewable resources: minimizing the sum of completion times.

Authors :
Bérczi, Kristóf
Király, Tamás
Omlor, Simon
Source :
Journal of Scheduling; Apr2024, Vol. 27 Issue 2, p151-164, 14p
Publication Year :
2024

Abstract

We consider single-machine scheduling with a non-renewable resource. In this setting, we are given a set of jobs, each characterized by a processing time, a weight, and a resource requirement. At fixed points in time, certain amounts of the resource are made available to be consumed by the jobs. The goal is to assign the jobs non-preemptively to time slots on the machine, so that each job has enough resource available at the start of its processing. The objective that we consider is the minimization of the sum of weighted completion times. The main contribution of the paper is a PTAS for the case of 0 processing times ( 1 | r m = 1 , p j = 0 | ∑ w j C j ). In addition, we show strong NP-hardness of the case of unit resource requirements and weights ( 1 | r m = 1 , a j = 1 | ∑ C j ), thus answering an open question of Györgyi and Kis. We also prove that the schedule corresponding to the Shortest Processing Time First ordering provides a 3/2-approximation for the latter problem. Finally, we investigate a variant of the problem where processing times are 0 and the resource arrival times are unknown. We present a (4 + ϵ) -approximation algorithm, together with a (4 - ε) -inapproximability result, for any ε > 0 . [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10946136
Volume :
27
Issue :
2
Database :
Complementary Index
Journal :
Journal of Scheduling
Publication Type :
Academic Journal
Accession number :
176469414
Full Text :
https://doi.org/10.1007/s10951-024-00807-y