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...

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Autores principales: M.T. Rouabah, A. Tounsi, N.E. Belaloui
Formato: article
Lenguaje:EN
Publicado: Elsevier 2021
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Acceso en línea:https://doaj.org/article/2e4cfec7f29c411898eddd28fb10c7f2
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