QUASI-CONVEXITY AND MONOTONICITY OF MODEL FUNCTION OF NODE IN SELF-ORGANIZING MAPS

摘要

This paper is a consideration about a variety of problems in the algorithm called self-organizing maps. We study a regularity appeared in the relation between the array of nodes and the values of nodes in these models. We introduce quasi-convexity and quasi-concavity of model function in basic self-organization maps.