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
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)