POLYHEDRA FOR LOT-SIZING WITH WAGNER-WHITIN COSTS

被引:87
作者
POCHET, Y
WOLSEY, LA
机构
[1] UNIV CATHOLIQUE LOUVAIN,IAG,B-1348 LOUVAIN,BELGIUM
[2] UNIV CATHOLIQUE LOUVAIN,FSA,B-1348 LOUVAIN,BELGIUM
关键词
LOT-SIZING MODELS; POLYHEDRAL COMBINATORICS;
D O I
10.1007/BF01582225
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We examine the single-item lot-sizing problem with Wagner-Whitin costs over an n period horizon, i.e. p(t) + h(t) greater than or equal to p(t+1) for t = 1, ..., n-1, where p(t), h(t) are the unit production and storage costs in period t respectively, so it always pays to produce as late as possible. We describe integral polyhedra whose solution as linear programs solve the uncapacitated problem (ULS), the uncapacitated problem with backlogging (BLS), the uncapacitated problem with startup costs (ULSS) and the constant capacity problem (CLS), respectively. The polyhedra, extended formulations and separation algorithms are much simpler than in the general cost case. In particular for models ULS and ULSS the polyhedra in the original space have only O(n(2)) facets as opposed to O(2(n)) in the general case. For CLS and BLS no explicit polyhedral descriptions are known for the general case in the original space. Here we exhibit polyhedra with O(2(n)) facets having an O(n(2) log n) separation algorithm for CLS and O(n(3)) for BLS, as well as extended formulations with O(n(2)) constraints in both cases, O(n(2)) variables for CLS and O(n) variables for BLS.
引用
收藏
页码:297 / 323
页数:27
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