A suitable use of software packages for optimization problems can give the possibility to formulate design problems of robotic mechanical systems by taking into account the several aspects and behaviors for optimum solutions both in design and operation. However, an important issue that can be even critical to obtain practical solutions, can be recognized in a proper identification and formulat...