One of the reasons for the slightly worse solution is the lack of clean analytic derivatives. Close to the optimal solution the derivatives calculated numerically suggest the solver, that he cannot come closer to the solution anymore. This first example already shows that it is possible to optimize dividing wall columns with less iterations than using the simulation software Aspen Plus R and an optimization in an outer loop. Because of the availability of analytic derivatives numerically cleaner solutions can be calculated.