DocumentCode :
2081802
Title :
Efficient frontier determination for dynamic investing policies: jump-diffusion driven asset price model
Author :
Kolmanovsky, I. ; Maizenberg, T.L.
Author_Institution :
Ford Res. Lab., Dearborn, MI, USA
Volume :
5
fYear :
2002
fDate :
2002
Firstpage :
4250
Abstract :
This paper treats a problem of determining the efficient frontier for the terminal wealth resulting from continuous investing policies over a finite time-interval. The underlying asset prices are driven by a jump-diffusion process. This is a generalization of the case considered by Zhou and Li (2000), where only the diffusion component is treated. Jumps need to be included to make the asset price model more representative of the behavior of real prices. To account for the jumps in the solution of this stochastic optimal control problem, a more general technique needs to be employed. It is based on characterization of the infinitesimal generator and the method of indeterminate coefficients to find the optimal value function and optimal control for each point on the efficient frontier. The results are illustrated with a numerical example.
Keywords :
investment; optimal control; random processes; stochastic systems; continuous investing policies; dynamic investing policies; efficient frontier determination; finite time-interval; indeterminate coefficients; infinitesimal generator; jump-diffusion driven asset price model; numerical example; optimal value function; stochastic optimal control problem; terminal wealth; Character generation; Concrete; Diffusion processes; Investments; Laboratories; Optimal control; Pareto optimization; Particle measurements; Poisson equations; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
ISSN :
0743-1619
Print_ISBN :
0-7803-7298-0
Type :
conf
DOI :
10.1109/ACC.2002.1024599
Filename :
1024599
Link To Document :
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