Plant location with minimum inventory

被引:113
作者
Barahona, F [1 ]
Jensen, D [1 ]
机构
[1] IBM Corp, Thomas J Watson Res Ctr, Yorktown Heights, NY 10598 USA
关键词
plant location; minimum cut; Dantzig-Wolfe decomposition; subgradient optimization;
D O I
10.1007/BF02680552
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We present an integer programming model for plant location with inventory costs. The linear programming relaxation has been solved by Dantzig-Wolfe decomposition. In this case the subproblems reduce to the minimum cut problem. We have used subgradient optimization to accelerate the convergence of the D-W algorithm. We present our experience with problems arising in the design of a distribution network for computer spare parts. In most cases, from a fractional solution we were able to derive integer solutions within 4% of optimality. (C) 1998 The Mathematical Programming Society, Inc. Published by Elsevier Science B.V.
引用
收藏
页码:101 / 111
页数:11
相关论文
共 26 条
  • [1] AHUJA RK, 1990, NETWORK FLOWS
  • [2] ANBIL R, 1995, COMMUNICATION
  • [3] [Anonymous], LINEAR PROGRAMMING
  • [4] BALINSKI M., 1964, On Finding Integer Solutions to Linear Programs
  • [5] BARNHART C, IN PRESS OPER RES
  • [6] Cherkassky B. V., 1995, Integer Programming and Combinatorial Optimization. 4th International IPOC Conference. Proceedings, P157
  • [7] ON THE UNCAPACITATED PLANT LOCATION PROBLEM .1. VALID INEQUALITIES AND FACETS
    CHO, DC
    JOHNSON, EL
    PADBERG, M
    RAO, MR
    [J]. MATHEMATICS OF OPERATIONS RESEARCH, 1983, 8 (04) : 579 - 589
  • [8] ON THE UNCAPACITATED PLANT LOCATION PROBLEM .2. FACETS AND LIFTING THEOREMS
    CHO, DC
    PADBERG, MW
    RAO, MR
    [J]. MATHEMATICS OF OPERATIONS RESEARCH, 1983, 8 (04) : 590 - 612
  • [9] LOCATION OF BANK ACCOUNTS TO OPTIMIZE FLOAT - ANALYTIC STUDY OF EXACT AND APPROXIMATE ALGORITHMS
    CORNUEJOLS, G
    FISHER, ML
    NEMHAUSER, GL
    [J]. MANAGEMENT SCIENCE, 1977, 23 (08) : 789 - 810
  • [10] A PRIMAL APPROACH TO THE SIMPLE PLANT LOCATION PROBLEM
    CORNUEJOLS, G
    THIZY, JM
    [J]. SIAM JOURNAL ON ALGEBRAIC AND DISCRETE METHODS, 1982, 3 (04): : 504 - 510