面向多品种单机生产系统时变随机需求的启发式调度策略

A Heuristic Scheduling Policy for Multi-Item, Single-Machine Production Systems with Time-Varying, Stochastic Demands

Management Science · 1988
被引 73
人大 A+FT50UTD24ABS 4*

中文导读

提出一种动态周期长度启发式调度策略,通过监控库存水平与维护经济生产周期,逐期决定多品种单机生产系统的生产品种与数量,并集成战术规划,仿真测试表明其有效性。

Abstract

A heuristic scheduling policy is introduced for multi-item, single-machine production systems facing stochastic, time-varying demands. The policy, which we term the dynamic cycle lengths heuristic, integrates feedback control based on the monitoring of inventory levels with the maintenance of economic production cycles. The policy is applied time period by time period to make decisions concerning which items to produce in what quantities during the next time period. These quantities reflect production cycles revised each time period in response to differences between projected and actual inventory levels and in response to changes in demand rates. We extend the basic scheduling policy in order to integrate its use with tactical planning. We also discuss the results of simulation tests of the heuristic against other scheduling policies.

动态周期长度启发式多品种单机生产系统时变随机需求库存反馈控制