Implementación Eficiente en la Confección de un Frente de Pareto co-objetivo para el mecanismo de Matchtracking del Algoritmo Fuzzy ARTMAP

Abstract

Matchtracking mechanism is integral to the Fuzzy ARTMAP, it iterates over the set of templates seeking the w corrected template class that best represents the input pattern I. We propose to visualize this mechanism with a search within a Pareto front built appropriately to a problem in co-single valued objective optimization, which achieves an improvement in the complexity of O(n) a O(log(n)).