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dc.date.accessioned | 2009-04-13T20:25:50Z | |
dc.date.available | 2009-04-13T03:00:00Z | |
dc.date.issued | 2008-10 | |
dc.identifier.uri | http://sedici.unlp.edu.ar/handle/10915/9640 | |
dc.description.abstract | In this paper, we present a new model of an artificial immune system (AIS), based on the process that suffers the T-Cell, it is called T-Cell Model. It is used for solving constrained (numerical) optimization problems. The model operates on three populations: Virgins, Effectors and Memory. Each of them has a different role. Also, the model dynamically adapts the tolerance factor in order to improve the exploration capabilities of the algorithm. We also develop a new mutation operator which incorporates knowledge of the problem. We validate our proposed approach with a set of test functions taken from the specialized literature and we compare our results with respect to Stochastic Ranking (which is an approach representative of the state-of-theart in the area), with respect to an AIS previously proposed and a self-organizing migrating genetic algorithm for constrained optimization (C-SOMGA). | en |
dc.format.extent | 158-165 | es |
dc.language | en | es |
dc.subject | artificial immune system | en |
dc.subject | constrained optimization problem | en |
dc.title | Optimizing constrained problems through a T-Cell artificial immune system | en |
dc.type | Articulo | es |
sedici.identifier.uri | http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Oct08-5.pdf | es |
sedici.identifier.issn | 1666-6038 | es |
sedici.creator.person | Aragón, Victoria S. | es |
sedici.creator.person | Esquivel, Susana Cecilia | es |
sedici.creator.person | Coello Coello, Carlos | es |
sedici.subject.materias | Ciencias Informáticas | es |
sedici.description.fulltext | true | es |
mods.originInfo.place | Facultad de Informática | es |
sedici.subtype | Articulo | es |
sedici.rights.license | Creative Commons Attribution-NonCommercial 3.0 Unported (CC BY-NC 3.0) | |
sedici.rights.uri | http://creativecommons.org/licenses/by-nc/3.0/ | |
sedici.description.peerReview | peer-review | es |
sedici2003.identifier | ARG-UNLP-ART-0000000849 | es |
sedici.relation.journalTitle | Journal of Computer Science & Technology | es |
sedici.relation.journalVolumeAndIssue | vol. 8, no. 3 | es |