Title :
Multistage investments with recourse: A single-asset case with transaction costs
Author :
Topcu, Ufuk ; Calafiore, Giuseppe ; Ghaoui, Laurent El
Author_Institution :
Dept. of Mech. Eng., Univ. of California, Berkeley, CA, USA
Abstract :
We consider a financial decision problem involving dynamic investment decisions on a single risky instrument over multiple and discrete time periods. Investment returns are assumed stochastic and possibly dependent over time, and proportional transaction costs are considered in the model. In this setting, the investor¿s goal is to determine investment policies that maximize the net profit while maintaining the associated risk under control. We propose approximations of the ensuing stochastic multistage optimization problem that are based on affine recourse strategies and that lead to efficiently solvable second order cone or semidefinite programs.
Keywords :
discrete time systems; investment; optimisation; stochastic processes; discrete time periods; dynamic investment decisions; financial decision problem; investment returns; multistage investments; second order cone; semidefinite programs; single-asset case; stochastic multistage optimization problem; transaction costs; Automatic programming; Cost function; Electronic mail; Functional programming; Instruments; Investments; Mechanical engineering; Portfolios; Random variables; Stochastic processes;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4738700