A cutting plane algorithm for MV portfolio selection model

被引:9
作者
Chen, Guohua [1 ]
Liao, Xiaolian [1 ]
Wang, Shouyang [2 ]
机构
[1] Hunan Inst Humanities Sci & Technol, Dept Math, Loudi 417000, Peoples R China
[2] Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Beijing 100080, Peoples R China
关键词
Possibility theory; Portfolio selection; Cutting plane algorithm; VARIANCE;
D O I
10.1016/j.amc.2009.06.040
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper deals with a portfolio selection problem with fuzzy return rates. A possibilistic mean variance (FMVC) portfolio selection model was proposed. The possibilistic programming problem can be transformed into a linear optimal problem with an additional quadratic constraint by possibilistic theory. For such problems there are no special standard algorithms. We propose a cutting plane algorithm to solve (FMVC). The nonlinear programming problem can be solved by sequence linear programming problem. A numerical example is given to illustrate the behavior of the proposed model and algorithm. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:1456 / 1462
页数:7
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