Abstract
This paper presents an extension of the traditional Genetic Algorithms, called Cooperative Coevolutionary Genetic Algorithms (CCGA) which is used to evolve the angles of joints of a mechanical arm with N degrees of freedom in a 3D environment. Initially a brief introduction to this new approach will be presented. After this, we show the developed modeling with obtained results. Finally, extensions of this works will be pointed out.