通过仿真与进化优化看板系统

Kanban optimization by simulation and evolution

Production Planning and Control · 2002
被引 42
ABS 3

中文导读

研究了多阶段看板控制系统的优化设计问题,将批量大小作为决策变量,采用仿真结合遗传算法求解,并通过示例验证了方法的可行性。

Abstract

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.

看板控制生产系统优化仿真优化遗传算法