On the synthesis of optimal control for the continuous-time linear stochastic systems with singular mean-square performance index

Some necessary and sufficient conditions are found for the existence of the optimal control for systems with a singular mean-square performance index. Optimal control is obtained by the use of pseudo-inverse. The asymptotic behavior of sub-optimal control is also studied.