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dc.date.accessioned | 2020-03-16T16:27:12Z | |
dc.date.available | 2020-03-16T16:27:12Z | |
dc.date.issued | 2019 | |
dc.identifier.uri | http://sedici.unlp.edu.ar/handle/10915/90893 | |
dc.description.abstract | Metaheuristic techniques are the current standard for solving optimization problems. Differential Evolution (DE) is one of the most used because all operations are on real floating point numbers and does not require extra coding. However, the performance shown by DE could decay when applied in problems of high dimensionality. In this paper we present RLSDE, a modified version of DE, based on a random vector as a scaling factor for the differential mutation and the application of a local search operator. These modifications constitute an algorithm capable of solving 100D problems using few computational resources. RLSDE is compared against the results obtained with the classic version of DE and ELSDE (Enchanced Local Search Differential Evolution), showing the performance of the proposal. | en |
dc.format.extent | 52-63 | es |
dc.language | en | es |
dc.subject | Differential evolution | es |
dc.subject | High-dimensional optimization problem | es |
dc.subject | Local search | es |
dc.title | DE with Random Vector based Mutatiton for High Dimensional Problems | en |
dc.type | Objeto de conferencia | es |
sedici.identifier.isbn | 978-987-688-377-1 | es |
sedici.creator.person | Hernández, Sebastián | es |
sedici.creator.person | Mezura Montes, Efrén | es |
sedici.creator.person | Leguizamón, Guillermo | es |
sedici.description.note | XX Workshop Agentes y Sistemas Inteligentes. | es |
sedici.subject.materias | Ciencias Informáticas | es |
sedici.description.fulltext | true | es |
mods.originInfo.place | Red de Universidades con Carreras en Informática | es |
sedici.subtype | Objeto de conferencia | es |
sedici.rights.license | Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) | |
sedici.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0/ | |
sedici.date.exposure | 2019-10 | |
sedici.relation.event | XXV Congreso Argentino de Ciencias de la Computación (CACIC) (Universidad Nacional de Río Cuarto, Córdoba, 14 al 18 de octubre de 2019) | es |
sedici.description.peerReview | peer-review | es |
sedici.relation.isRelatedWith | http://sedici.unlp.edu.ar/handle/10915/90359 | es |