A Mathematical Framework for Cellular Learning Automata

In this paper, we first give a formal description for cellular learning automata then study its convergence behavior. It is shown that for permutable rules, the cellular learning automata converges to a stable and compatible configuration. The numerical results also confirms our theoretical investigations.