Tight MIP formulations for multi-item discrete lot-sizing problems

被引:26
作者
Miller, AJ
Wolsey, LA
机构
[1] Univ Wisconsin, Dept Ind Engn, Madison, WI 53706 USA
[2] Univ Catholique Louvain, CORE, B-1348 Louvain, Belgium
[3] Univ Catholique Louvain, INMA, B-1348 Louvain, Belgium
关键词
D O I
10.1287/opre.51.4.557.16094
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper discusses mixed-integer Programming formulations of variants of the discrete lot-sizing problem. Our approach is to identify simple mixed-integer sets within these models and to apply tight formulations for these sets. This allows us to define integral linear programming formulations for the discrete lot-sizing problem in which backlogging and/or safety stocks are present, and to give extended formulations for other cases. The results help significantly to solve test cases arising from an industrial application motivating this research.
引用
收藏
页码:557 / 565
页数:9
相关论文
共 13 条
[1]  
Ahuja RK, 1993, NETWORK FLOWS THEORY
[2]  
*DASH ASS, 2000, XPRESS MP REF MAN RE
[3]   THE DISCRETE LOT-SIZING AND SCHEDULING PROBLEM [J].
FLEISCHMANN, B .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1990, 44 (03) :337-348
[4]   THE DISCRETE LOT-SIZING AND SCHEDULING PROBLEM WITH SEQUENCE-DEPENDENT SETUP COSTS [J].
FLEISCHMANN, B .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 75 (02) :395-404
[5]  
Gomory RE, 1958, B AM MATH SOC, V64, P275, DOI [10.1090/S0002-9904-1958-10224-4, DOI 10.1090/S0002-9904-1958-10224-4]
[6]   Mixing mixed-integer inequalities [J].
Günlük, O ;
Pochet, Y .
MATHEMATICAL PROGRAMMING, 2001, 90 (03) :429-457
[7]   CONVEX SEPARABLE OPTIMIZATION IS NOT MUCH HARDER THAN LINEAR OPTIMIZATION [J].
HOCHBAUM, DS ;
SHANTHIKUMAR, JG .
JOURNAL OF THE ACM, 1990, 37 (04) :843-862
[8]  
MILLER AJ, 2002, MATH PROGRAMMING
[9]   POLYHEDRA FOR LOT-SIZING WITH WAGNER-WHITIN COSTS [J].
POCHET, Y ;
WOLSEY, LA .
MATHEMATICAL PROGRAMMING, 1994, 67 (03) :297-323
[10]   Diagnostic scheduling in finite-capacity production environments [J].
Tardif, V ;
Spearman, ML .
COMPUTERS & INDUSTRIAL ENGINEERING, 1997, 32 (04) :867-878