Dynamic sequencing and cut consolidation for the parallel hybrid-cut nested L-shaped method

被引:28
作者
Wolf, Christian [1 ]
Koberstein, Achim [2 ]
机构
[1] Univ Paderborn, DS&OR Lab, D-33098 Paderborn, Germany
[2] Goethe Univ Frankfurt, D-60323 Frankfurt, Germany
关键词
Stochastic programming; Nested L-shaped method; Sequencing protocols; Cut consolidation; REGULARIZED DECOMPOSITION METHOD; STOCHASTIC LINEAR-PROGRAMS; ALGORITHM; AGGREGATION; SOFTWARE;
D O I
10.1016/j.ejor.2013.04.017
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The nested L-shaped method is used to solve two- and multi-stage linear stochastic programs with recourse, which can have integer variables on the first stage. In this paper we present and evaluate a cut consolidation technique and a dynamic sequencing protocol to accelerate the solution process. Furthermore, we present a parallelized implementation of the algorithm, which is developed within the COIN-OR framework. We show on a test set of 51 two-stage and 42 multi-stage problems, that both of the developed techniques lead to significant speed ups in computation time. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:143 / 156
页数:14
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