One can always build a counter-example, for example when candidate solution space is discreet but continuous-space solvers are fast and convenient. Then as soon

One can always build a counter-example, for example when candidate solution space is discreet but continuous-space solvers are fast and convenient. Then as soon as you get within half of discretization step you get an exact solution.