基于拉格朗日松弛的动态多级多物品批量调度启发式算法

A Lagrangean-Based Heuristic for Dynamic Multilevel Multiitem Constrained Lotsizing with Setup Times

Management Science · 1996
被引 228
人大 A+FT50UTD24ABS 4*

中文导读

提出一种启发式方法,解决具有多资源约束和准备时间的多级多物品批量调度问题,通过拉格朗日松弛分解为单物品问题,并计算上下界,适用于生产计划优化。

Abstract

In this paper a heuristic approach for the dynamic multilevel multiitem lotsizing problem in general product structures with multiple constrained resources and setup times is proposed. With the help of Lagrangean relaxation the capacitated multilevel multiitem lotsizing problem is decomposed into several uncapacitated single-item lotsizing problems. From the solutions of these single-item problems lower bounds on the minimum objective function value are derived. Upper bounds are generated by means of a heuristic finite scheduling procedure. The quality of the approach is tested with reference to various problem groups of differing sizes.

动态批量多级多物品拉格朗日松弛有限调度