Caroline Cocha, Bruno P. S. Pessoa, Daniel Aloise and Lucidio A. Cabral
Article (2024)
Open Access document in PolyPublie |
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Open Access to the full text of this document Accepted Version Terms of Use: All rights reserved Download (1MB) |
Abstract
In the weighted fair sequences problem (WFSP), one aims to schedule a set of tasks or activities sthat the maximum product between the largest temporal distance between two consecutive executions of a task and its priority is minimized. The WFSP covers a large number of applications in different areas, ranging from automobile production on a mixed-model assembly line to the sequencing of interactive applications to be aired in a digital TV environment. This paper proposes an iterative heuristic method for the WFSP centered on an efficient implementation of a variable neighborhood search heuristic. Computational experiments on benchmark instances show that the proposed metaheuristic outperforms the state-of-the-art method proposed to the problem, obtaining comparable solution values in much less computational time.
Uncontrolled Keywords
scheduling; fair sequences; heuristics; metaheuristics
Subjects: |
2700 Information technology > 2700 Information technology 2700 Information technology > 2706 Software engineering |
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Department: | Department of Computer Engineering and Software Engineering |
Research Center: |
GERAD - Research Group in Decision Analysis IVADO - Institute for Data Valorization |
Funders: | CRSNG/NSERC, Paraíba State Research Foundation (FAPESQ) |
Grant number: | 2017-05617, 2021/3222 |
PolyPublie URL: | https://publications.polymtl.ca/57360/ |
Journal Title: | International Transactions in Operational Research (vol. 31, no. 3) |
Publisher: | Blackwell Publishing |
DOI: | 10.1111/itor.13197 |
Official URL: | https://doi.org/10.1111/itor.13197 |
Date Deposited: | 28 Feb 2024 15:11 |
Last Modified: | 28 Sep 2024 20:33 |
Cite in APA 7: | Cocha, C., Pessoa, B. P. S., Aloise, D., & Cabral, L. A. (2024). An efficient implementation of a VNS heuristic for the weighted fair sequences problem. International Transactions in Operational Research, 31(3), 1720-1735. https://doi.org/10.1111/itor.13197 |
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