Visual analysis of differential evolution algorithms
| Audiencia | Público en general | es_ES |
| Cobertura | México[ 143] | es_ES |
| Fecha de ingreso | 2026-10-05T16:35:01Z | |
| Fecha de publicación | 2019-01-01 | |
| Resumen | In this article a web tool which contributes to the visual analysis of the Differential Evolution (DE) algorithms is presented. The tool provides a graphic interface with 8 views that allows understanding the underlying process of the algorithm. The tool has a library which extracts data from DE algorithms and its main feature is that the functions of the library can be embedded in the code of any DE algorithm to be analyzed. To validate the tool, three DE algorithms: DE/Rand/1/bin, DE/best/1/bin, and JADE and three test functions: Sphere, Rosenbrock, and Rastrigin have been used, which produced a total of 234 different tests, all of them performed successfully. The tool can allow to experts to analyze algorithms, particularly DE algorithms, and it can contribute to improve such algorithms or in generating new strategies that can emerge from the analysis of the extracted information. | es_ES |
| Doi | https://doi.org/10.1007/978-3-319-98678-4_51 | es_ES |
| ISBN | 978-331998677-7 | es_ES |
| URI | https://riuat.uat.edu.mx/handle/123456789/6491 | |
| Idioma | Inglés[20] | es_ES |
| Editorial | Springer Verlag | es_ES |
| Relación | Advances in Intelligent Systems and Computing | es_ES |
| URL relacionado | https://doi.org/10.1007/978-3-319-98678-4_51 | es_ES |
| Derechos | Acceso restringido / Suscripción (Metadatos de producción científica) | es_ES |
| Licencia | http://purl.org/coar/access_right/c_16ec | es_ES |
| Fuente | Advances in Intelligent Systems and Computing | |
| Palabra clave | Algorithm analysis | es_ES |
| Palabra clave | Differential evolution algorithms | es_ES |
| Palabra clave | Web tool | es_ES |
| Título | Visual analysis of differential evolution algorithms | es_ES |
| Tipo | Ponencia | es_ES |
| Arbitrado | Ha sido Arbitrado | es_ES |
| Autor | Mexicano-Santoyo, A. | |
| Autor | Rodríguez-Jorge, R. | |
| Autor | Abrego, A. | |
| Autor | Jiménez, M.A. | |
| Autor | Zúñiga-Treviño, R. | |
| Autor | Martínez-Garcia, Edgar A. | |
| Autor | Mexicano-Santoyo, A. | es_ES |
| Autor | Rodríguez-Jorge, R. | es_ES |
| Autor | Abrego, A. | es_ES |
| Autor | Jiménez, M.A. | es_ES |
| Autor | Zúñiga-Treviño, R. | es_ES |
| Autor | Martínez-Garcia, Edgar A. | es_ES |
| Institución | Universidad Autónoma de Tamaulipas | |
| Institución | Universidad Autónoma de Tamaulipas | es_ES |
| Rango de páginas | 512-521 | es_ES |
| URL relacionada | https://doi.org/10.1007/978-3-319-98678-4_51 | |
| Tipo de artículo | Indexado | |
| Tipo de artículo | Indexado | es_ES |
| Volumen | 833 | es_ES |