On the optimal control of stochastic linear systems
Edison T.S. Tse · IEEE Transactions on Automatic Control · 1971
The problem of controlling stochastic linear systems with quadratic criteria is considered. It is proved that the optimal control law can be realized by the cascade of a Kalman filter and a linear feedback. The importance of different assumptions required in this proof is discussed in detail. This discussion provides some motivation for different extension results.