A class of infinite-horizon stochastic delay optimal control problems and a viscosity solution to the associated HJB equation
Jianjun Zhou
Abstract
Jianjun Zhou
Abstract
In this paper, we investigate a class of infinite-horizon optimal control problems for stochastic differential equations with delays for which the associated second order Hamilton−Jacobi−Bellman (HJB) equation is a nonlinear partial differential equation with delays. We propose a new concept for the viscosity solution including timetand identify the value function of the optimal control problems as a unique viscosity solution to the associated second order HJB equation.
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In this paper, we investigate a class of infinite-horizon optimal control problems for stochastic differential equations with delays for which the associated second order Hamilton−Jacobi−Bellman (HJB) equation is a nonlinear partial differential equation with delays. We propose a new concept for the viscosity solution including timetand identify the value function of the optimal control problems as a unique viscosity solution to the associated second order HJB equation.
Key concepts: Hamilton–Jacobi–Bellman equation, Viscosity solution, Bellman equation, Mathematics, Viscosity, Partial differential equation, First-order partial differential equation, Optimal control