Solution to a class of stochastic LQ problems with bounded control

A new approach for finding an exact analytical solution to the modified Hamilton–Jacobi–Bellman equation is proposed. Together with the recently developed hybrid solution method, the proposed strategy allows to find a solution to a whole class of stochastic optimal control problems with bounded in magnitude control force.