Before revision:  Restricted to constant controls, the optimal solutions to the local problems possess a piecewise linear property, which facilitates analytical solution.
After revision:  Restricted to constant controls, the optimal solutions to the local problems possess a piecewise affine property, which facilitates analytical solution.