基于“虚拟工序库”作业系统的工人指派模型及算法

    A Research on Worker Assignment Model and Its Algorithm Based on the “Virtual Process Database” Operating System

    • 摘要: 为中小制造型企业生产模式下的“虚拟工序库”作业系统中的工人指派制定合理的方案,以生产成本最小化为目标,构建满足订单交货期的工人指派模型,采用种群的精英保留的遗传算法对此问题进行优化,并通过实例仿真验证了该方法增强了全局的寻优能力,提高全局的收敛速度,研究表明该方法对解决工人指派问题是行之有效的。

       

      Abstract:  In order to obtain a reasonable worker-assignment plan for small and medium-sized manufacturing enterprises under “virtual process database” (VPDs) operating system, and to minimize production cost, a worker-assignment model is constructed, through using the improved genetic algorithm of elitism preservation, optimizing the workers′ assignment and scheduling in VPDs. Repeated simulation experiments and comparison show that the improved genetic algorithm has the faster speed of convergence, which indicates that it is effective.

       

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