A generalized multi-period mean-variance portfolio optimization with Markov switching parameters


Autoria(s): Costa, Oswaldo Luiz do Valle; Araujo, Michael Viriato
Contribuinte(s)

UNIVERSIDADE DE SÃO PAULO

Data(s)

18/10/2012

18/10/2012

2008

Resumo

In this paper, we deal with a generalized multi-period mean-variance portfolio selection problem with market parameters Subject to Markov random regime switchings. Problems of this kind have been recently considered in the literature for control over bankruptcy, for cases in which there are no jumps in market parameters (see [Zhu, S. S., Li, D., & Wang, S. Y. (2004). Risk control over bankruptcy in dynamic portfolio selection: A generalized mean variance formulation. IEEE Transactions on Automatic Control, 49, 447-457]). We present necessary and Sufficient conditions for obtaining an optimal control policy for this Markovian generalized multi-period meal-variance problem, based on a set of interconnected Riccati difference equations, and oil a set of other recursive equations. Some closed formulas are also derived for two special cases, extending some previous results in the literature. We apply the results to a numerical example with real data for Fisk control over bankruptcy Ill a dynamic portfolio selection problem with Markov jumps selection problem. (C) 2008 Elsevier Ltd. All rights reserved.

Identificador

AUTOMATICA, v.44, n.10, p.2487-2497, 2008

0005-1098

http://producao.usp.br/handle/BDPI/18860

10.1016/j.automatica.2008.02.014

http://dx.doi.org/10.1016/j.automatica.2008.02.014

Idioma(s)

eng

Publicador

PERGAMON-ELSEVIER SCIENCE LTD

Relação

Automatica

Direitos

restrictedAccess

Copyright PERGAMON-ELSEVIER SCIENCE LTD

Palavras-Chave #Optimal control #Markov chain #Stochastic systems #Portfolio optimization #Multi-period #Generalized mean-variance #CONTROL WEIGHT COSTS #SELECTION #FORMULATION #STRATEGIES #MODELS #Automation & Control Systems #Engineering, Electrical & Electronic
Tipo

article

original article

publishedVersion