R2-Based Multi/Many-Objective Particle Swarm Optimization
| Audiencia | Público en general | es_ES |
| Cobertura | México | es_ES |
| Fecha de ingreso | 2026-09-15T00:30:02Z | |
| Fecha de publicación | 2016-01-01 | |
| Resumen | We propose to couple theR2performance measure and Particle Swarm Optimization in order to handle multi/many-objective problems. Our proposal shows that through a well-designed interaction process we could maintain the metaheuristic almost inalterable and through theR2performance measure we did not use neither an external archive nor Pareto dominance to guide the search. The proposed approach is validated using several test problems and performance measures commonly adopted in the specialized literature. Results indicate that the proposed algorithm produces results that are competitive with respect to those obtained by four well-known MOEAs. Additionally, we validate our proposal in many-objective optimization problems. In these problems, our approach showed its main strength, since it could outperform another well-known indicator-based MOEA. | es_ES |
| Doi | https://doi.org/10.1155/2016/1898527 | es_ES |
| URI | https://riuat.uat.edu.mx/handle/123456789/1986 | |
| Idioma | es | es_ES |
| Editorial | Wiley | es_ES |
| Relación | Computational Intelligence and Neuroscience | es_ES |
| URL relacionado | https://doi.org/10.1155/2016/1898527 | es_ES |
| Derechos | Acceso abierto (Metadatos de producción científica) | es_ES |
| Licencia | http://purl.org/coar/access_right/c_abf2 | es_ES |
| Fuente | Computational Intelligence and Neuroscience | |
| Título | R2-Based Multi/Many-Objective Particle Swarm Optimization | es_ES |
| Tipo | Artículo | es_ES |
| Arbitrado | Ha sido Arbitrado | es_ES |
| Autor | Díaz-Manríquez, Alan | |
| Autor | Toscano, Gregorio | |
| Autor | Barron-Zambrano, Jose Hugo | |
| Autor | Tello-Leal, Edgar | |
| Autor | Díaz-Manríquez, Alan | es_ES |
| Autor | Toscano, Gregorio | es_ES |
| Autor | Barron-Zambrano, Jose Hugo | es_ES |
| Autor | Tello-Leal, Edgar | es_ES |
| Institución | Universidad Autónoma de Tamaulipas | |
| Institución | Universidad Autónoma de Tamaulipas | es_ES |
| Rango de páginas | 1-10 | es_ES |
| URL relacionada | https://doi.org/10.1155/2016/1898527 | |
| Tipo de artículo | Indexado | |
| Tipo de artículo | Indexado | es_ES |
| Volumen | 2016 | es_ES |