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Multi-variant differential evolution algorithm for feature selection

This work introduces a new population-based stochastic search technique, named multi-variant differential evolution (MVDE) algorithm for solving fifteen well-known real world problems from UCI repository and compared to four popular optimization methods. The MVDE proposes a new self-adaptive scaling...

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Detalles Bibliográficos
Autores principales: Hassan, Somaia, Hemeida, Ashraf M., Alkhalaf, Salem, Mohamed, Al-Attar, Senjyu, Tomonobu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7560894/
https://www.ncbi.nlm.nih.gov/pubmed/33057120
http://dx.doi.org/10.1038/s41598-020-74228-0