Discrete-time mean-variance portfolio optimization with Markov switching parameters

被引:2
|
作者
Araujo, Michael Viriato [1 ]
do Valle Costa, Oswaldo Luiz [1 ]
机构
[1] Univ Sao Paulo, Escola Politecnica, BR-05508900 Sao Paulo, Brazil
基金
巴西圣保罗研究基金会;
关键词
D O I
10.1109/ACC.2006.1655475
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a discrete-time version of the multiperiod mean-variance portfolio selection problem in which the market parameters are subjected to a random regime switching is investigated. We analitically derive an optimal control policy for this mean-variance formulation in a closed form. Such a poticy can be obtained by the solution of a set of interconnected Riccatti difference equations. Additionaly, an explicit expression for the efficient frontier corresponding to this control law is identified and a numerical example with brazilian assets is presented.
引用
收藏
页码:917 / +
页数:2
相关论文
共 50 条
  • [1] MULTIPERIOD MEAN-VARIANCE CUSTOMER CONSTRAINED PORTFOLIO OPTIMIZATION FOR FINITE DISCRETE-TIME MARKOV CHAINS
    Dominguez, Florentino
    Clempner, Julio B.
    [J]. ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2019, 53 (01): : 39 - 56
  • [2] Multi-period mean-variance portfolio optimization with Markov switching parameters
    Departamento de Engenharia de Telecomunicações e Controle, Escola Politécnica, Universidade de São Paulo, CEP: 05508-900, São Paulo, SP, Brazil
    [J]. Controle y Automacao, 2008, 19 (02): : 138 - 146
  • [3] A generalized multi-period mean-variance portfolio optimization with Markov switching parameters
    Costa, Oswaldo L. V.
    Araujo, Michael V.
    [J]. AUTOMATICA, 2008, 44 (10) : 2487 - 2497
  • [4] Mean-variance optimization of discrete time discounted Markov decision processes
    Xia, Li
    [J]. AUTOMATICA, 2018, 88 : 76 - 82
  • [5] A Continuous-Time Hidden Markov Model for Mean-Variance Portfolio Optimization
    Elliott, Robert J.
    Siu, Tak Kuen
    [J]. ISCAS: 2009 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-5, 2009, : 1189 - +
  • [6] Markowitz's mean-variance portfolio selection with regime switching: From discrete-time models to their continuous-time limits
    Yin, G
    Zhou, XY
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (03) : 349 - 360
  • [7] Mean-variance control for discrete-time LQG problems
    Li, D
    Qian, FC
    Fu, PL
    [J]. PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2003, : 4444 - 4449
  • [8] Portfolio Optimization with Mean-Variance Model
    Hoe, Lam Weng
    Siew, Lam Weng
    [J]. INNOVATIONS THROUGH MATHEMATICAL AND STATISTICAL RESEARCH: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON MATHEMATICAL SCIENCES AND STATISTICS (ICMSS2016), 2016, 1739
  • [9] Continuous-time mean-variance portfolio selection with regime switching
    Zhou, XY
    Yin, G
    [J]. PROCEEDINGS OF THE 41ST IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 2002, : 383 - 388
  • [10] Time-consistent mean-variance portfolio selection in discrete and continuous time
    Czichowsky, Christoph
    [J]. FINANCE AND STOCHASTICS, 2013, 17 (02) : 227 - 271