I am attempting to use Accord.NET Cobyla to optimize a constrained problem with a black-box target function which is computationally expensive to run. Because of that, I want to control convergence myself, so the function being optimized should check how close the target is to the expected minimum, and terminate optimization as soon as it is within an acceptable error margin, or alternatively run to the MaxIterations limit and then terminate.