MATLAB: How to change the MaxSQPIter in the fmincon solver options

Question

Hi,

In the display of my optimization problem:

"Optimization stopped because the maximum number of iterations of the quadratic programming subproblem, options.MaxSQPIter, was reached but the maximum constraint violation exceeds options.ConstraintTolerance." (exit flag = -2).

So how I can change the MaxSQPIter? I don't find this parameter in the solver options (only MaxFunctionEvaluation or MaxIteration).

Thanks for the help

Gaetano

Answer 1

If you look in the fmincon documentation of options you fiind that MaxSQPIter is a hidden option for the active-set algorithm.

I don't know why you are using this algorithm. I would try the sqp algorithm instead, which is similar in many ways, but more modern and robust.

And the problem might not be with the algorithm or options, but might be that the problem is truly infeasible. See When the Solver Fails, particularly the section on Converged to an Infeasible Point.

Alan Weiss

MATLAB mathematical toolbox documentation