Design of in-building wireless networks deployments using evolutionary algorithms

Molina García, Mariano and Calle Sánchez, Jaime and González Merino, Carlos and Fernández Durán, Alfonso and Alonso, José I. (2014). Design of in-building wireless networks deployments using evolutionary algorithms. "Integrated Computer-Aided Engineering", v. 21 (n. 4); pp. 367-385. ISSN 1069-2509. https://doi.org/10.3233/ICA-140474.

Description

Title: Design of in-building wireless networks deployments using evolutionary algorithms
Author/s:
  • Molina García, Mariano
  • Calle Sánchez, Jaime
  • González Merino, Carlos
  • Fernández Durán, Alfonso
  • Alonso, José I.
Item Type: Article
Título de Revista/Publicación: Integrated Computer-Aided Engineering
Date: October 2014
ISSN: 1069-2509
Volume: 21
Subjects:
Freetext Keywords: Evolutionary algorithms, metaheuristics, optimization, wireless networks
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Señales, Sistemas y Radiocomunicaciones
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

In this article, a novel approach to deal with the design of in-building wireless networks deployments is proposed. This approach known as MOQZEA (Multiobjective Quality Zone Based Evolutionary Algorithm) is a hybr id evolutionary algorithm adapted to use a novel fitness function, based on the definition of quality zones for the different objective functions considered. This approach is conceived to solve wireless network design problems without previous information of the required number of transmitters, considering simultaneously a high number of objective functions and optimizing multiple configuration parameters of the transmitters.

Funding Projects

TypeCodeAcronymLeaderTitle
Government of SpainIPT-2011-1272-430000UnspecifiedUnspecifiedUnspecified
Government of SpainIPT-2011-103437000UnspecifiedUnspecifiedUnspecified
Government of SpainTEC2011-28683UnspecifiedUnspecifiedUnspecified

More information

Item ID: 31107
DC Identifier: http://oa.upm.es/31107/
OAI Identifier: oai:oa.upm.es:31107
DOI: 10.3233/ICA-140474
Official URL: http://iospress.metapress.com/content/a841061j338x0631/?issue=4&genre=article&spage=367&issn=1069-2509&volume=21
Deposited by: Memoria Investigacion
Deposited on: 15 Oct 2014 17:28
Last Modified: 29 Apr 2019 08:37
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