A two-stage stochastic integer programming approach as a mixture of Branch-and-Fix Coordination and Benders Decomposition schemes

被引:19
作者
Eseudero, L. F. [1 ]
Garin, A.
Merino, M.
Perez, G.
机构
[1] Univ Miguel Hernandez, Ctr Invest Operat, Alicante, Spain
[2] Univ Basque Country, Dpto Econ Aplicada 3, Bilbao, Vizcaya, Spain
[3] Univ Basque Country, Estadist & Invest Operat, Dpto Matemat Aplicada, Bilbao, Vizcaya, Spain
[4] Univ Basque Country, Estadist & Invest Operat, Dpto Matemat Aplicada, Leioa, Vizcaya, Spain
关键词
Stochastic programming; Benders Decomposition; Branch-and-Fix Coordination; MBS portfolio structuring;
D O I
10.1007/s10479-006-0138-0
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We present an algorithmic approach for solving two-stage stochastic mixed 0-1 problems. The first stage constraints of the Deterministic Equivalent Model have 0-1 variables and continuous variables. The approach uses the Twin Node Family (TNF) concept within the so-called Branch-and-Fix Coordination algorithmic framework to satisfy the nonanticipativity constraints, jointly with a Benders Decomposition scheme to solve a given LP model at each TNF integer set. As a pilot case, the structuring of a portfolio of Mortgage-Backed Securities under uncertainty in the interest rate path on a given time horizon is used. Some computational experience is reported.
引用
收藏
页码:395 / 420
页数:26
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