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Genetic algorithm with cross-validation-based epidemic model and application to the early diffusion of COVID-19 in Algeria()
A dynamical epidemic model optimized using a genetic algorithm and a cross-validation method to overcome the overfitting problem is proposed. The cross-validation procedure is applied so that available data are split into a training subset used to fit the algorithm’s parameters, and a smaller subset...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
The Authors. Published by Elsevier B.V. on behalf of African Institute of Mathematical Sciences / Next Einstein Initiative.
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600802/ https://www.ncbi.nlm.nih.gov/pubmed/34812413 http://dx.doi.org/10.1016/j.sciaf.2021.e01050 |