Kanban optimization by simulation and evolution

被引:31
作者
Köchel, P [1 ]
Nieländer, U [1 ]
机构
[1] Tech Univ Chemnitz, Dept Comp Sci, D-09107 Chemnitz, Germany
关键词
Kanban systems; optimal design; simulation optimization; genetic algorithms;
D O I
10.1080/0953728031000057334
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The problem of the optimal design of multistage systems with Kanban control mechanism is investigated. The optimization problem generalizes those from literature by considering a general criterion function and including the lot sizes as decision variables. Since no analytical solutions can be expected simulation combined with a genetic algorithm is used. The simulator KaSimIR as well as the optimization tool LEO are briefly described. Some examples demonstrate the usability of the approach.
引用
收藏
页码:725 / 734
页数:10
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