A benchmark dataset for multi-objective flexible job shop cell scheduling

Deliktaş, Derya; Özcan, Ender; Ustun, Ozden; Torkul, Orhan

Abstract

This data article presents a description of a benchmark dataset for the multi-objective flexible job shop scheduling problem in a cellular manufacturing environment. This problem considers intercellular moves, exceptional parts, sequence-dependent family setup and intercellular transportation times, and recirculation requiring minimization of makespan and total tardiness simultaneously. It is called a flexible job shop cell scheduling problem with sequence-dependent family setup times and intercellular transportation times (FJCS-SDFSTs-ITTs) problem. The dataset has been developed to evaluate the multi-objective evolutionary algorithms of the FJCS-SDFSTs-ITTs problems that are presented in ‘Evolutionary algorithms for multi-objective flexible job shop cell scheduling’. The dataset contains forty- three benchmark instances from ‘small’ to ‘large’, including a large real-world problem instance. Researchers can use the dataset to evaluate the future algorithms for the FJCS-SDFSTs- ITTs problems and compare the performance with the existing algorithms.

Citation

Deliktaş, D., Özcan, E., Ustun, O., & Torkul, O. (2024). A benchmark dataset for multi-objective flexible job shop cell scheduling. Data in Brief, 52, Article 109946. https://doi.org/10.1016/j.dib.2023.109946

• Journal Article Type: Other
• Acceptance Date: Dec 6, 2023
• Online Publication Date: Dec 13, 2023
• Publication Date: 2024-02
• Deposit Date: Dec 18, 2023
• Publicly Available Date: Jan 2, 2024
• Journal: Data in Brief
• Electronic ISSN: 2352-3409
• Publisher: Elsevier
• Peer Reviewed: Peer Reviewed
• Volume: 52
• Article Number: 109946
• DOI: https://doi.org/10.1016/j.dib.2023.109946
• Keywords: Cell scheduling; Flexible job shop scheduling; Multi-objective model; Sequence-dependent family setup times; Intercellular transportation times; Exceptional and reentrant parts
• Public URL: https://nottingham-repository.worktribe.com/output/28434014
• Additional Information: This article is maintained by: Elsevier; Article Title: A benchmark dataset for multi-objective flexible job shop cell scheduling; Journal Title: Data in Brief; CrossRef DOI link to publisher maintained version: https://doi.org/10.1016/j.dib.2023.109946; Content Type: article; Copyright: © 2023 Published by Elsevier Inc.