A new approach for finding an exact analytical solution to the modified HamiltonJacobiBellman 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.
- Stochastic optimal control
- LQ problem
- Hamilton-Jacobi-Bellman equation
- Bounded control