Stochastic Riccati Differential Equation Driven By A Brownian Motion

In the paper, we consider the following n×n matrix-valued stochastic differential equation We prove that under proper conditions, this equation admits a unique strong solution. We also derive several properties of the solution. A special case of this equation is the Riccati differential equation, which arises in the solution of linear quadratic stochastic optimal control.