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A heuristic genetic algorithm for subcontractor selection in a global manufacturing environment
Wang DW(汪定伟); Yung, K.L.; Ip, W.H.
作者部门机器人学研究室
关键词Agile Manufacturing Fuzzy Logic Genetic Algorithm (Ga) Partner Selection Project Management Soft Computing Virtual Enterprise
发表期刊IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
ISSN1094-6977
2001
卷号31期号:2页码:189-198
收录类别SCI ; EI
EI收录号2001476734306
WOS记录号WOS:000170525900005
产权排序1
摘要Presents an investigation of how partner selection problems may be optimized by the use of a precedence network of subprojects. At the start, the problem is described by a model with the subscript type of variables and a non-analytical objective function. It cannot be solved by general mathematical programming methods. By using the fuzzy rule quantification method, a fuzzy logic-based decision-making approach for the project scheduling is proposed. We then develop a fuzzy decision embedded heuristic genetic algorithm (GA/FD) to find the solution for partner selection. The approach was demonstrated by the use of an experimental example drawn from a coal-fired power station construction project. The results show us that the suggested approach can quickly achieve the optimal solution for large-sized problems
语种英语
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被引频次:83[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/7276
专题机器人学研究室
作者单位Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
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Wang DW,Yung, K.L.,Ip, W.H.. A heuristic genetic algorithm for subcontractor selection in a global manufacturing environment[J]. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews,2001,31(2):189-198.
APA Wang DW,Yung, K.L.,&Ip, W.H..(2001).A heuristic genetic algorithm for subcontractor selection in a global manufacturing environment.IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews,31(2),189-198.
MLA Wang DW,et al."A heuristic genetic algorithm for subcontractor selection in a global manufacturing environment".IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 31.2(2001):189-198.
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