replace the brute-force with a linear constraint solver, and you got yourself an MPC ! non-linear constraint solvers are not used because they cannot guarantee

replace the brute-force with a linear constraint solver, and you got yourself an MPC ! non-linear constraint solvers are not used because they cannot guarantee a time to solution, hence useless for control applications