A mixed R&D projects and securities portfolio selection model

被引:28
|
作者
Fang, Yong
Chen, Lihua
Fukushima, Masao [1 ]
机构
[1] Peking Univ, Guanghua Sch Management, Dept Management Sci & Management Informat Syst, Beijing 100871, Peoples R China
[2] Kyoto Univ, Grad Sch Informat, Dept Appl Math & Phys, Kyoto 6068501, Japan
[3] Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Beijing 100080, Peoples R China
基金
中国国家自然科学基金;
关键词
portfolio selection; R&D project portfolio selection; semi-absolute deviation risk function; mixed-integer stochastic programming problem;
D O I
10.1016/j.ejor.2007.01.002
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The business environment is full of uncertainty. Allocating the wealth among various asset classes may lower the risk of overall portfolio and increase the potential for more benefit over the long term. In this paper, we propose a mixed single-stage R&D projects and multi-stage securities portfolio selection model. Specifically, we present a bi-objective mixed-integer stochastic programming model. Moreover, we use semi-absolute deviation risk functions to measure the risk of mixed asset portfolio. Based on the idea of moments approximation method via linear programming, we propose a scenario generation approach for the mixed single-stage R&D projects and multi-stage securities portfolio selection problem. The bi-objective mixed-integer stochastic programming problem can be solved by transforming it into a single objective mixed-integer stochastic programming problem. A numerical example is given to illustrate the behavior of the proposed mixed single stage R&D projects and multi-stage securities portfolio selection model. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:700 / 715
页数:16
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