New bounds for single-machine time-dependent scheduling with uniform deterioration
Publication type: Journal Article
Publication date: 2024-07-01
scimago Q2
wos Q3
SJR: 0.494
CiteScore: 2.5
Impact factor: 1.0
ISSN: 03043975, 18792294
Abstract
We consider the single-machine time-dependent scheduling problem with linearly deteriorating jobs arriving over time. Each job i is associated with a release time ri and a processing time pi(si)=αi+βisi, where αi,βi>0 are parameters and si is the job's start time. In this setting, the approximability of both single-machine minimum makespan and total completion time problems remains open. We develop new bounds and approximation results for the special case of the problems with uniform deterioration, i.e. βi=β, for each i. The main contribution is a O(1+1/β)-approximation algorithm for the makespan problem and a O(1+1/β2) approximation algorithm for the total completion time problem. Further, we propose greedy constant-factor approximation algorithms for instances with β=O(1/n) and β=Ω(n), where n is the number of jobs. Our analysis is based on an approach for comparing computed and optimal schedules via bounding pseudomatchings.
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Citations from 2024:
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Gkikas A. et al. New bounds for single-machine time-dependent scheduling with uniform deterioration // Theoretical Computer Science. 2024. Vol. 1006. p. 114673.
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Gkikas A., Letsios D., Radzik T., Steinhöfel K. New bounds for single-machine time-dependent scheduling with uniform deterioration // Theoretical Computer Science. 2024. Vol. 1006. p. 114673.
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TY - JOUR
DO - 10.1016/j.tcs.2024.114673
UR - https://linkinghub.elsevier.com/retrieve/pii/S0304397524002901
TI - New bounds for single-machine time-dependent scheduling with uniform deterioration
T2 - Theoretical Computer Science
AU - Gkikas, Angelos
AU - Letsios, Dimitrios
AU - Radzik, T.
AU - Steinhöfel, Kathleen
PY - 2024
DA - 2024/07/01
PB - Elsevier
SP - 114673
VL - 1006
SN - 0304-3975
SN - 1879-2294
ER -
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@article{2024_Gkikas,
author = {Angelos Gkikas and Dimitrios Letsios and T. Radzik and Kathleen Steinhöfel},
title = {New bounds for single-machine time-dependent scheduling with uniform deterioration},
journal = {Theoretical Computer Science},
year = {2024},
volume = {1006},
publisher = {Elsevier},
month = {jul},
url = {https://linkinghub.elsevier.com/retrieve/pii/S0304397524002901},
pages = {114673},
doi = {10.1016/j.tcs.2024.114673}
}