Dynamic portfolio optimization with risk control for absolute deviation model

被引:40
|
作者
Yu, Mei [1 ,2 ]
Takahashi, Satoru [2 ]
Inoue, Hiroshi [2 ]
Wang, Shouyang [3 ]
机构
[1] Univ Int Business & Econ, Sch Finance & Banking, Beijing 100029, Peoples R China
[2] Tokyo Univ Sci, Sch Management, Kuki, Saitama 3468512, Japan
[3] Chinese Acad Sci, Inst Syst Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China
关键词
Portfolio optimization; Linear programming; Absolute deviation; Dynamic programming; MEAN-VARIANCE FORMULATION; MINIMAX RULE; SELECTION; POLICIES; STRATEGIES; BANKRUPTCY; CHOICE;
D O I
10.1016/j.ejor.2009.03.009
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we present a new multiperiod portfolio selection with maximum absolute deviation model. The investor is assumed to seek an investment strategy to maximize his/her terminal wealth and minimize the risk. One typical feature is that the absolute deviation is employed as risk measure instead of classical mean variance method. Furthermore, risk control is considered in every period for the new model. An analytical optimal strategy is obtained in a closed form via dynamic programming method. Algorithm with some examples is also presented to illustrate the application of this model. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:349 / 364
页数:16
相关论文
共 50 条
  • [1] Dynamic optimal portfolio with maximum absolute deviation risk model
    Yu, Mei
    Inoue, Hiroshi
    Takahashi, Satoru
    Yuan, Shi
    [J]. PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON FINANCIAL ENGINEERING AND RISK MANAGEMENT 2008, 2008, : 38 - 42
  • [2] A robust mean absolute deviation model for portfolio optimization
    Moon, Yongma
    Yao, Tao
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2011, 38 (09) : 1251 - 1258
  • [3] Dynamic optimal portfolio with maximum absolute deviation model
    Yu, Mei
    Wang, Shouyang
    [J]. JOURNAL OF GLOBAL OPTIMIZATION, 2012, 53 (02) : 363 - 380
  • [4] Dynamic optimal portfolio with maximum absolute deviation model
    Mei Yu
    Shouyang Wang
    [J]. Journal of Global Optimization, 2012, 53 : 363 - 380
  • [5] A REFORMULATION OF A MEAN-ABSOLUTE DEVIATION PORTFOLIO OPTIMIZATION MODEL
    FEINSTEIN, CD
    THAPA, MN
    [J]. MANAGEMENT SCIENCE, 1993, 39 (12) : 1552 - 1553
  • [6] Portfolio optimization using asymmetry robust mean absolute deviation model
    Li, Ping
    Han, Yingwei
    Xia, Yong
    [J]. FINANCE RESEARCH LETTERS, 2016, 18 : 353 - 362
  • [7] Multiperiod mean absolute deviation fuzzy portfolio selection model with risk control and cardinality constraints
    Zhang, Peng
    Zhang, Wei-Guo
    [J]. FUZZY SETS AND SYSTEMS, 2014, 255 : 74 - 91
  • [8] Mean-Absolute Deviation Optimization Model for Hedging Portfolio Selection Problems
    Liu, Yanwu
    Zhang, Zhongzhen
    [J]. 2009 ETP INTERNATIONAL CONFERENCE ON FUTURE COMPUTER AND COMMUNICATION (FCC 2009), 2009, : 76 - 79
  • [9] Mean-absolute deviation portfolio optimization model under transaction costs
    Konno, H
    Wijayanayake, A
    [J]. JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF JAPAN, 1999, 42 (04) : 422 - 435
  • [10] An interval mean–average absolute deviation model for multiperiod portfolio selection with risk control and cardinality constraints
    Peng Zhang
    [J]. Soft Computing, 2016, 20 : 1203 - 1212