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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.
Department机器人学研究室
Source PublicationIEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
ISSN1094-6977
2001
Volume31Issue:2Pages:189-198
Indexed BySCI ; EI
EI Accession number2001476734306
WOS IDWOS:000170525900005
Contribution Rank1
KeywordAgile Manufacturing Fuzzy Logic Genetic Algorithm (Ga) Partner Selection Project Management Soft Computing Virtual Enterprise
AbstractPresents 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
Language英语
Citation statistics
Cited Times:83[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/7276
Collection机器人学研究室
AffiliationShenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
Recommended Citation
GB/T 7714
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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