DocumentCode
3414386
Title
Optimal consumption and portfolio policies for important jump events: modeling and computational considerations
Author
Hanson, F.B. ; Westman, J.J.
Author_Institution
Lab. for Adv. Comput., Illinois Univ., Chicago, IL, USA
Volume
6
fYear
2001
fDate
2001
Firstpage
4556
Abstract
While the volatility of portfolios are often modeled by continuous Brownian motion processes, discontinuous jump processes are more appropriate for modeling important external events that significantly affect the prices of financial assets. Here the discontinuities jump processes are modeled by state and control dependent compound Poisson processes, such that the random jumps come at the times of a pure Poisson process with jump amplitudes that are randomly distributed. The optimal consumption and investment portfolio policy formulation is in terms of stochastic differential equations with optimal discounted utility objectives. This paper was motivated by a recent paper of Rishel (1999) concerning portfolio optimization when prices are dependent on external events. However, the model has been significantly generalized for realistic computational considerations and computations ate illustrated with a simple jump model
Keywords
economic cybernetics; investment; stochastic processes; Poisson processes; discontinuous jump processes; financial assets; financial markets; investment portfolio; jump processes; modeling; portfolio policy formulation; portfolios; stochastic differential equations; Bonding; Computational modeling; Differential equations; Dynamic programming; Investments; Poisson equations; Portfolios; Postal services; Stochastic processes; Uniform resource locators;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2001. Proceedings of the 2001
Conference_Location
Arlington, VA
ISSN
0743-1619
Print_ISBN
0-7803-6495-3
Type
conf
DOI
10.1109/ACC.2001.945697
Filename
945697
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