Relax convergence code, new Finite Differencing, f_tol counter

Relax code related to convergence check, to make it easier to base optimizers on Optim's architecture in external packages.

Switch to DiffEqDiffTools - introduce finite differencing for complex inputs

Introduce counter for successive function value increases