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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

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.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Crawford, B.; Lagos, C.; Castro, C. and Paredes, F. (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; ISSN 2184-4992, SciTePress, 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},
issn={2184-4992},
}

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
IS - 2184-4992
AU - Crawford, B.
AU - Lagos, C.
AU - Castro, C.
AU - Paredes, F.
PY - 2007
SP - 356
EP - 360
DO - 10.5220/0002406703560360
PB - SciTePress

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