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基于总设置时间与最大完工时间的柔性流水车间多目标优化研究

曾志强 蔡文青

中国造纸学报2024,Vol.39Issue(1):82-90,9.
中国造纸学报2024,Vol.39Issue(1):82-90,9.DOI:10.11981/j.issn.1000-6842.2024.01.82

基于总设置时间与最大完工时间的柔性流水车间多目标优化研究

Multi-objective Optimization of Flexible Flow Shop Based on the Total Setup Time and the Makespan

曾志强 1蔡文青1

作者信息

  • 1. 五邑大学智能制造学部,广东江门,529020
  • 折叠

摘要

Abstract

Taking the makespan and total setup time as the optimization objectives,a new decoding scheme was created and a hybrid fast non-dominated genetic algorithm was designed to solve the established production scheduling model.Based on the experiments results,the effec-tiveness of the model and the advancement of the algorithm were carried out.The results showed that proposed decoding scheme could reduce the total setup time by 25.63%and the makespan by 3.42%.The hybrid fast non-dominated genetic algorithm could reduce the total setup time by 28.42%and the makespan by 3.80%.

关键词

生产调度/柔性流水车间/多目标优化

Key words

production scheduling/flexible flow shop/multi-objective optimization

分类

轻工业

引用本文复制引用

曾志强,蔡文青..基于总设置时间与最大完工时间的柔性流水车间多目标优化研究[J].中国造纸学报,2024,39(1):82-90,9.

基金项目

广东省基础与应用基础研究基金(2020A1515011468) (2020A1515011468)

广东省普通高校特色创新类项目(2019KTSCX189). (2019KTSCX189)

中国造纸学报

OA北大核心CSTPCD

1000-6842

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