The problem of modeling and control of complex systems is considered. We use the tool of dynamical systems defined over finite fields that provide a very natural mathematical framework for modeling and computer simulation of a variety of complex systems. The general description of the model is presented and both local and global dynamics of the system are defined and analyzed.