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hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm
Auckland, New Zealand December 13-December 15
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/HIS.2006.32Sixth International Conference on Hyb ...
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Gregoire Danoy, Pascal Bouvry, Tomy Martins, "hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm," Hybrid Intelligent Systems, International Conference on, pp. 48, Sixth International Conference on Hybrid Intelligent Systems (HIS'06), 2006.
 
 
BibTex
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@article{ 10.1109/HIS.2006.32,
author = {Gregoire Danoy and Pascal Bouvry and Tomy Martins},
title = {hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm},
journal ={Hybrid Intelligent Systems, International Conference on},
volume = {0},
year = {2006},
isbn = {0-7695-2662-4},
pages = {48},
doi = {http://doi.ieeecomputersociety.org/10.1109/HIS.2006.32},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Hybrid Intelligent Systems, International Conference on
TI - hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm
SN - 0-7695-2662-4
SP
EP
A1 - Gregoire Danoy,
A1 - Pascal Bouvry,
A1 - Tomy Martins,
PY - 2006
KW - null
VL - 0
JA - Hybrid Intelligent Systems, International Conference on
ER -
 
Gregoire Danoy, University of Luxembourg, Luxembourg
Pascal Bouvry, University of Luxembourg, Luxembourg
Tomy Martins, University of Luxembourg, Luxembourg
We introduce in this article a new hybrid coevolutionary algorithm called hLCGA (hybrid Loosely Coupled Genetic Algorithm) that consists in combining a competitive coevolutionary genetic algorithm and a local search algorithm. We apply it to the Rosenbrock function optimization problem and compare the results of five hybrid variants to the original LCGA. We show the advantages of hybridizing a coevolutionary algorithm with local search algorithms in terms of solution quality and convergence speed.
Citation:
Gregoire Danoy, Pascal Bouvry, Tomy Martins, "hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm," his, pp.48, Sixth International Conference on Hybrid Intelligent Systems (HIS'06), 2006
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