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Master thesis . 2018
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Implementación Eficiente en la Confección de un Frente de Pareto co-objetivo para el mecanismo de Matchtracking del Algoritmo Fuzzy ARTMAP

descriptionPublicationkeyboard_double_arrow_right Master thesis 20 Mar 2018 Costa Rica Spanish; Castilian Publisher:Instituto Tecnológico de Costa Rica
Authors: Figueroa-Flores, Nuria Vanessa;

handle: 2238/9653

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)).

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

Country
Costa Rica
Related Organizations
Keywords

Redes Neurales, Matchtracking, Research Subject Categories::TECHNOLOGY::Information technology::Computer engineering, Fuzzy ARTMAP, Optimización, ARTMAP

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green