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Please use this identifier to cite or link to this item:
http://hdl.handle.net/10016/15638
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| Title: | Multiobjective Algorithms Hybridization to Optimize Broadcasting Parameters in Mobile Ad-Hoc Networks |
| Author(s): | García-Rodríguez, Sandra
Luque, Cristóbal
Cervantes, Alejandro
Galván, Inés M. |
| Publisher: | Bio-Inspired Systems: Computational and Ambient Intelligence |
| Issued date: | 2009 |
| Citation: | Bio-Inspired Systems: Computational and Ambient Intelligence: 10th InternationalWork-Conference on Artificial Neural Networks, IWANN 2009 Salamanca, Spain, June 10-12, 2009 Proceedings, Part I. Springer, 2009, pp.728-735 |
| URI: | http://hdl.handle.net/10016/15638 |
| ISBN: | 978-3-642-02477-1 |
| DOI: | 10.1007/978-3-642-02478-8_91 |
| Description: | Proceeding of: 10th InternationalWork-Conference on Artificial Neural Networks, IWANN 2009 Salamanca, Spain, June 10-12, 2009 |
| Abstract: | The aim os this paper is to study the hybridization of two multi-objective algorithms in the context of a real problem, the MANETs problem. The algorithms studied are Particle Swarm Optimization (MOPSO) and a new multiobjective algorithm based in the combination of NSGA-II with Evolution Strategies (ESN). This work analyzes the improvement produced by hybridization over the Pareto’s fronts compared with the non-hybridized algorithms. The purpose of this work is to validate how hybridization of two evolutionary algorithms of different families may help to solve certain problems together in the context of MANETs problem. The hybridization used for this work consists on a sequential execution of the two algorithms and using the final population of the first algorithm as initial population of the second one. |
| Sponsor: | This article has been financed by the Spanish founded research MEC projects OPLINK::UC3M, Ref:TIN2005-08818- C04-02 and MSTAR::UC3M, Ref:TIN2008-06491-C04-03. |
| Serie / Nº.: | Lecture notes in computer science, vol. 5517 |
| Publisher version: | http://dx.doi.org/10.1007/978-3-642-02478-8_91 |
| Keywords: | Mobile Ad-hoc Networks
ESN
MANETs
MOPSO
Hybridation
Multiobjective Optimization Problem |
| Rights: | © Springer-Verlag Berlin Heidelberg |
| Appears in Collections: | DI - GCERN - Comunicaciones en Congresos y otros eventos
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