期刊
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
卷 38, 期 3, 页码 3189-3199出版社
IOS PRESS
DOI: 10.3233/JIFS-191175
关键词
collaborative variable search; fuzzy scheduling; distributed scheduling; two-stage hybrid flow shop; sequence-dependent setup times
资金
- National Natural Science Foundation of China [61573264]
Distributed scheduling has attracted much attention in multiple factories. However, uncertainties are often neglected in the previous works and this neglecting may result in the low value of the obtained schedule. In this study, fuzzy distributed scheduling is addressed in two-stage hybrid flow shop with sequence-dependent setup times(SDST) which is a frequently studied constraint in single factory and seldom handled in multiple factories. A collaborative variable search (CVS) is proposed to optimize total agreement index and fuzzy makespan simultaneously. Seven neighborhood structures and two global search operators are used in two cooperated variable search parts to generate high quality solutions. Experiments are conducted and the computational results reveal that CVS has promising advantages on the considered fuzzy distributed scheduling problem.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据