Title :
Stochastic Optimal Control for Investment-Consumption Model with Quadratic Transaction Costs
Author :
Chuong, P. ; Xiang, C.
Author_Institution :
Dept. of Electr. & Comput. Eng., National Univ. of Singapore
Abstract :
In this paper, a stochastic optimal control problem is formulated and solved for an investment and consumption model that includes stocks and bonds with transactions costs. In contrast to earlier results which considered linear transaction rate and got a non-singular feedback controls, we propose to use a quadratic transaction rate function to take into account of the liquidity of the bond and stock. The Taylor expansion is utilized to obtain an important initial condition in order to solve the nonlinear differential HJB equation numerically. The simulation studies are also carried out to quantify the effect of the transactions costs on the optimal investment-consumption policies
Keywords :
Jacobian matrices; costing; feedback; investment; nonlinear differential equations; optimal control; stochastic systems; stock markets; Hamilton-Jacobi-Bellman equation; Taylor expansion; bond liquidity; investment-consumption model; linear transaction; nonlinear differential equation; nonsingular feedback control; quadratic transaction costs; stochastic optimal control; stock liquidity; Cost function; Differential equations; Feedback control; Investments; Nonlinear equations; Optimal control; Partial differential equations; Portfolios; Stochastic processes; Taylor series; Hamilton-Jacobi-Bellman equation; Stochastic optimal control; non-singular control; transaction costs;
Conference_Titel :
Control, Automation, Robotics and Vision, 2006. ICARCV '06. 9th International Conference on
Conference_Location :
Singapore
Print_ISBN :
1-4244-0341-3
Electronic_ISBN :
1-4214-042-1
DOI :
10.1109/ICARCV.2006.345067