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- W64496004 abstract "Department of Internet and Information Engineering, Daejon University, Daejeon 300-716In this study, a machine grouping problem for the formation of manufacturing cells is considered. We constructed the problem as minimizing manufacturing leadtime consisting of partsN processing, moving, and waiting time. Specifically, the main objective of the defined problem is established as minimizing inter-cell traffic in order to minimize the part's moving time. In addition, to reduce the waiting time of parts, the load balance among cells is implicitly included as constraints. Since this problem is well known as NP-complete and cannot be solved in polynomial time, a genetic algorithm is implemented to obtain solutions. Also, a local optimization algorithm is applied in order to improve the solution by the genetic algorithm. Several experiments show that the suggested algorithms guarantee near optimal solutions in a few seconds.Keywords : cellular manufacturing systems, group technology, genetic algorithm" @default.
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- W64496004 date "2004-01-01" @default.
- W64496004 modified "2023-09-24" @default.
- W64496004 title "Cell Formation Considering the Minimization of Manufacturing Leadtime in Cellular Manufacturing Systems" @default.
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