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Authors: Broderick Crawford 1 ; Carolina Lagos 1 ; Carlos Castro 2 and Fernando Paredes 3

Affiliations: 1 Escuela de Ingeniería Informática, Pontificia Universidad Católica de Valparaíso, Chile ; 2 Universidad Técnica Federico Santa María, Chile ; 3 Escuela de Ingeniería Industrial, Universidad Diego Portales, Chile

ISBN: 978-972-8865-89-4

Keyword(s): Set Covering Problem, Cultural Algorithm, Genetic and Evolutionary Computation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Evolutionary Programming

Abstract: In this paper we solve the classical Set Covering Problem comparing two evolutive techniques: Genetic Algorithms and Cultural Algorithms. We solve this problem with a Cultural Evolutionary Architecture maintaining knowledge of Diversity and Fitness learned over each generation during the search process and we compare it with a Genetic Algorithm using the same crossover and mutation mechanisms. Our results indicate that the approach is able to produce very competitive results in compare with other Metaheuristics and Approximation Algorithms.

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Paper citation in several formats:
Crawford B.; Lagos C.; Castro C.; Paredes F. and (2007). A EVOLUTIONARY APPROACH TO SOLVE SET COVERING.In Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-972-8865-89-4, pages 356-360. DOI: 10.5220/0002406703560360

@conference{iceis07,
author={Broderick Crawford and Carolina Lagos and Carlos Castro and Fernando Paredes},
title={A EVOLUTIONARY APPROACH TO SOLVE SET COVERING},
booktitle={Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2007},
pages={356-360},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002406703560360},
isbn={978-972-8865-89-4},
}

TY - CONF

JO - Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - A EVOLUTIONARY APPROACH TO SOLVE SET COVERING
SN - 978-972-8865-89-4
AU - Crawford, B.
AU - Lagos, C.
AU - Castro, C.
AU - Paredes, F.
PY - 2007
SP - 356
EP - 360
DO - 10.5220/0002406703560360

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