Multiperiod mean-variance portfolio selection with intertemporal restrictions and correlated returns

被引:0
作者
Wu, Weiping [1 ]
Yu, Dian [1 ]
Wang, Tongyao [1 ]
Gao, Jianjun [2 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[2] Shanghai Univ Finance & Econ, Sch Informat Management & Engn, Shanghai 200433, Peoples R China
来源
PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC) | 2018年
基金
中国国家自然科学基金;
关键词
Dynamic mean-variance portfolio selection; intertemporal restrictions; correlated returns; dynamic programming; OPTIMIZATION; BANKRUPTCY; POLICY;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work studies the multiperiod mean-variance(MV) portfolio optimization problem with the intertemporal risk-reward restrictions and serially correlated returns. Motivated from the real investment practice, we generalize the existing multiperiod MV portfolio decision models by considering both the intermediate expected values and variances of the portfolio under a general market model with the serially correlated random returns, To conquer the non-separability of the variance terms in this model, we introduce an auxiliary problem which is in type of optimal Linear Quadratic(LQ) control model. Applying celebrated dynamic programming, we successfully derive the analytical optimal solution for such an auxiliary LQ control problem. Once we have such an analytical control policy, the optimOl portfolio policy for original multiperiod MV portfolio selection model can be easily obtained. The revealed optimal portfolio policy is a linear Aline function of the current wealth, Finally, we illustrate the solution scheme of our method through an example.
引用
收藏
页码:2347 / 2352
页数:6
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