A Study of Flexible Job-Shop Scheduling with Dual Constraints

The flexible production job shop was selected as the research object, with the goal of minimizing the maximum completion time. A novel production scheduling model was devised by taking into account the sequence of occurrence of two distinct perturbations, namely preventive maintenance and emergency order insertion, within the same production scheduling plan. This was solved by an improved three-body crossover operator genetic algorithm. Finally, the superiority and effectiveness of the new production scheduling were demonstrated through an illustrative analysis.

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Publication Details

Journal
Processes
Published
2024-11-24
DOI
https://doi.org/10.3390/pr12122649
Citations
1
Primary Topic
Scheduling and Optimization Algorithms
Type
article
Field-Weighted Citation Impact
0.35
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article

A Study of Flexible Job-Shop Scheduling with Dual Constraints

Hui Qiao, Zhenhua Gao
1 citations
Processes
Scheduling and Optimization Algorithms
0.35
article

A Study of Flexible Job-Shop Scheduling with Dual Constraints

Hui Qiao, Zhenhua Gao
article en
1 citations

Abstract

The flexible production job shop was selected as the research object, with the goal of minimizing the maximum completion time. A novel production scheduling model was devised by taking into account the sequence of occurrence of two distinct perturbations, namely preventive maintenance and emergency order insertion, within the same production scheduling plan. This was solved by an improved three-body crossover operator genetic algorithm. Finally, the superiority and effectiveness of the new production scheduling were demonstrated through an illustrative analysis.

ProcessesVol. 12(12)
Anhui University of Technology (CN)
Decent work and economic growth
Openalex Percentile: Top 33%
Scheduling and Optimization Algorithms
0.35
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