 In each iteration "k" of the method, we increase the penalty coefficient formula_6 (e.g.by a factor of 10), solve the unconstrained problem and use the solution as the initial guess for the next iteration.Solutions of the successive unconstrained problems will eventually converge to the solution of the original constrained problem.