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Revista de Metalurgia
Article . 2010 . Peer-reviewed
License: CC BY
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Revista de Metalurgia
Article
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Revista de Metalurgia
Article . 2010
Data sources: DOAJ
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DIGITAL.CSIC
Article . 2012 . Peer-reviewed
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Diseño de redes neuronales con aprendizaje combinado de retropropagación y búsqueda aleatoria progresiva aplicado a la determinación de austenita retenida en aceros TRIP

Authors: I. Toda-Caraballo; C. Garcia-Mateo; C. Capdevila; C. Capdevila;

Diseño de redes neuronales con aprendizaje combinado de retropropagación y búsqueda aleatoria progresiva aplicado a la determinación de austenita retenida en aceros TRIP

Abstract

A partir de los años noventa, el interés que los aceros TRIP despiertan en la industria ha producido un incremento considerable de su estudio y aplicación. En este trabajo, aprovechando la flexibilidad que las redes neuronales proporcionan para la modelización de propiedades complejas, se ha abordado el problema de la determinación de la austenita retenida en los aceros TRIP. Una combinación de dos algoritmos de aprendizaje (retropropagación y búsqueda aleatoria progresiva) de la red neuronal ha permitido crear un modelo que predice la cantidad de austenita retenida en aceros multifase con bajo contenido en aluminio y silicio en función de los parámetros de procesado.

Country
Spain
Related Organizations
Keywords

redes neuronales, Mining engineering. Metallurgy, Neural Networks, Retained austenite, búsqueda aleatoria progresiva, trip, TN1-997, Back propagation algorithm, Redes neuronales, TRIP, austenita retenida, Búsqueda aleatoria progresiva, Austenita retenida, Algoritmo de retropropagación, Creeping-random-search, algoritmo de retropropagación

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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!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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1
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103
168
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