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Applied Mathematics and Optimization, Vol.51, No.1, 1-33, 2005
Limit theorem for controlled backward SDEs and homogenization of Hamilton-Jacobi-Bellman equations
We prove a convergence theorem for a family of value functions associated with stochastic control problems whose cost functions are defined by backward stochastic differential equations. The limit function is characterized as a viscosity solution to a fully nonlinear partial differential equation of second order. The key assumption we use in our approach is shown to be a necessary and sufficient assumption for the homogenizability of the control problem. The results generalize partially homogenization problems for Hamilton-Jacobi-Bellman equations treated recently by Alvarez and Bardi by viscosity solution methods. In contrast to their approach, we use mainly probabilistic arguments, and discuss a stochastic control interpretation for the limit equation.
Keywords:homogenization;Hamilton-Jacobi-Bellman equations;viscosity solutions;backward stochastic differential equations;stochastic optimal control;stochastic ergodic control