Método híbrido de sintonización para algoritmos genéticos a partir de regresión por vectores de soporte.


Authors

  • Jorge A. Jaramillo Garzón
  • Julián D. Arias Londoño
  • Germán Castellanos Domínguez

Abstract

Se presenta una metodología para la sintonización de los parámetros de control de un algoritmo genético, enfocada a la reducción del tiempo de cómputo. Se utiliza un meta algoritmo genético en combinación con una superficie de regresión por vectores de soporte. Esta última, además de reducir la demanda computacional del meta-algoritmo, proporciona un modelo de la interacción de los parámetros de control del algoritmo genético. Las pruebas y resultados presentados incluyen la sintonización de los tres parámetros de control fundamentales de un algoritmo genético, además de un parámetro adicional resultante de incluir operadores especiales.

Downloads

Download data is not yet available.

Downloads

Published

2007-12-31

How to Cite

Jaramillo Garzón, J. A., Arias Londoño, J. D., & Castellanos Domínguez, G. (2007). Método híbrido de sintonización para algoritmos genéticos a partir de regresión por vectores de soporte. Scientia Et Technica, 1(37). Retrieved from https://ojs2.utp.edu.co/index.php/revistaciencia/article/view/4021

Issue

Vol. 1 No. 37 (2007)

Section

Eléctrica

License

Copyright (c) 2017 Scientia et technica

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Copyrights

The journal is free open access. The papers are published under the Creative Commons Attribution / Attribution-NonCommercial-NoDerivatives 4.0 International - CC BY-NC-ND 4.0 license. For this reason, the author or authors of a manuscript accepted for publication will yield all the economic rights to the Universidad Tecnológica of Pereira free of charge, taking into account the following:

In the event that the submitted manuscript is accepted for publication, the authors must grant permission to the journal, in unlimited time, to reproduce, to edit, distribute, exhibit and publish anywhere, either by means printed, electronic, databases, repositories, optical discs, Internet or any other required medium. In all cases, the journal preserves the obligation to respect, the moral rights of the authors, contained in article 30 of Law 23 of 1982 of the Government Colombian.

The transferors using ASSIGNMENT OF PATRIMONIAL RIGHTS letter declare that all the material that is part of the article is entirely free of copyright.  Therefore, the authors are responsible for any litigation or related claim to intellectual property rights. They exonerate of all responsibility to the Universidad Tecnológica of Pereira (publishing entity) and the Scientia et Technica journal. Likewise, the authors accept that the work presented will be distributed in free open access, safeguarding copyright under the Creative Commons Attribution / Recognition-NonCommercial-NoDerivatives 4.0 International - https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es license.