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
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;
Conference_Titel :
American Control Conference, 2001. Proceedings of the 2001
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-6495-3
DOI :
10.1109/ACC.2001.945697