MSLIP - A COMPUTER CODE FOR THE MULTISTAGE STOCHASTIC LINEAR-PROGRAMMING PROBLEM

被引:127
作者
GASSMANN, HI
机构
[1] School of Business Administration, Dalhousie University, Halifax, B3H 1Z5, N.S.
关键词
multistage dynamic models; nested decomposition; Stochastic programming;
D O I
10.1007/BF01580872
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper describes an efficient implementation of a nested decomposition algorithm for the multistage stochastic linear programming problem. Many of the computational tricks developed for deterministic staircase problems are adapted to the stochastic setting and their effect on computation times is investigated. The computer code supports an arbitrary number of time periods and various types of random structures for the input data. Numerical results compare the performance of the algorithm to MINOS 5.0. © 1990 The Mathematical Programming Society, Inc.
引用
收藏
页码:407 / 423
页数:17
相关论文
共 36 条
[1]  
ABRAHAMSON PG, 1983, SOL834 STANF U SYST
[2]  
[Anonymous], 2003, LINEAR PROGRAMMING
[3]  
Benders J.F., 1962, NUMER MATH, V4, P252, DOI DOI 10.1007/BF01386316
[4]   DECOMPOSITION AND PARTITIONING METHODS FOR MULTISTAGE STOCHASTIC LINEAR-PROGRAMS [J].
BIRGE, JR .
OPERATIONS RESEARCH, 1985, 33 (05) :989-1007
[5]   A MULTICUT ALGORITHM FOR 2-STAGE STOCHASTIC LINEAR-PROGRAMS [J].
BIRGE, JR ;
LOUVEAUX, FV .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1988, 34 (03) :384-392
[6]  
BIRGE JR, 1980, SOL8029 STANF U OPT
[7]  
BIRGE JR, 1985, DOCUMENTATION ADO SD
[8]  
BIRGE JR, 1987, COAL NEWSLETTER, V17, P1
[9]  
BIRGE P, 1988, RES BIBLIO STOCHASTI
[10]   MATRIX AUGMENTATION AND PARTITIONING IN UPDATING OF BASIS INVERSE [J].
BISSCHOP, J ;
MEERAUS, A .
MATHEMATICAL PROGRAMMING, 1977, 13 (03) :241-254