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Alternative TitleResearch on the load balancing scheduling problem of reentrant hybrid flowshops
韩忠华; 董晓婷; 史海波
Source Publication高技术通讯
Indexed ByCSCD
Contribution Rank1
Funding Organization国家重大科技专项(2011ZX02601-005)和辽宁省教育厅(12013237)资助项目
Keyword可重入混合流水车间(rhfs) 负荷平衡 差分进化(de)算法 个体相似度 涂装车间
Other AbstractTo solve the load balancing scheduling problem of a reentrant hybrid flowshop (RHFS), a mathematical RHFS model was formulated, and the weighted summation of the processing time load balancing cost and the total parallel machine waiting time was put as an index for comprehensive evaluation of load balancing. Furthermore, a new en- coding method based on job processing procedure was designed, coupled with time-window constraints and the lar- gest remaining time rules, to finish the decoding process, and a dynamic self-adaptive differential evolution (DSADE) algorithm was used to complete the global optimization. The DSADE algorithm presents a new population update mechanism on the basis of a self- treme hamming dynamic distance to increase the diversity of population, and brings in adaptive parameter adjusting strategy along with stop iterations to enhance the ability to jump out of local ex- value. Finally, an example of production scheduling problem for multi-pass color strip procedure in bus man- ufacturing painting workshop was simulated. The results showed that the load balance evaluation index of the DSADE algorithm was decreased by more than 20% in average compared with the algorithms of GA, differential evolution (DE) and solf-adaptive differential evolution (SADE).
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Document Type期刊论文
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GB/T 7714
韩忠华,董晓婷,史海波. 可重入混合流水车间负荷平衡排产优化问题研究[J]. 高技术通讯,2015,25(1):70-81.
APA 韩忠华,董晓婷,&史海波.(2015).可重入混合流水车间负荷平衡排产优化问题研究.高技术通讯,25(1),70-81.
MLA 韩忠华,et al."可重入混合流水车间负荷平衡排产优化问题研究".高技术通讯 25.1(2015):70-81.
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