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

 

Authors
Figueroa-Flores, Nuria Vanessa
Format
MasterThesis
Status
publishedVersion
Description

Proyecto de Graduación (Maestría en Ingeniería en Computación) Instituto Tecnológico de Costa Rica, Escuela de Ingeniería en Computación, 2014.
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)).

Publication Year
2014
Language
Español
Topic
Redes Neurales
ARTMAP
Fuzzy ARTMAP
Matchtracking
Optimización
Research Subject Categories::TECHNOLOGY::Information technology::Computer engineering
Fuente
RepositorioTEC
Get full text
https://hdl.handle.net/2238/9653
Derechos
openAccess
Licencia