Abstract:
The evolutionary model of pattern recognition, based on competition of modes is analyzed. The problem to remove a indeflniteness in choosing the prototype in case when selected modes have equal growth speedes is solved. We have proved the gradient covergence of the system to a fixed point, corresponding to selection of the most similar prototype to the analysed pattern.