Theoretical Computer Science, volume 1006, pages 114673
New bounds for single-machine time-dependent scheduling with uniform deterioration
Angelos Gkikas
1
,
Dimitrios Letsios
1
,
T. Radzik
1
,
Kathleen Steinhöfel
1
Publication type: Journal Article
Publication date: 2024-07-01
Journal:
Theoretical Computer Science
scimago Q2
SJR: 0.570
CiteScore: 2.6
Impact factor: 0.9
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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