Lagrangian dual method for solving stochastic linear quadratic optimal control problems with terminal state constraints

Haisen Zhang, Xianfeng Zhang

A stochastic linear quadratic (LQ) optimal control problem with a pointwise linear equality constraint on the terminal state is considered. A strong Lagrangian duality theorem is p…