Advanced Optimization, Conjugrate, Bfgs.
the exit flag let’s you verify whether or not this algorithm thing has converged. So that’s how you run these algorithms in Octave. I should mention, by the way, that for the Octave implementation, this value of theta, your parameter vector of theta, must be in rd for d greater than or equal to 2.