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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Main Authors: | , , |
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Format: | article |
Language: | EN |
Published: |
Elsevier
2021
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Subjects: | |
Online Access: | https://doaj.org/article/2e4cfec7f29c411898eddd28fb10c7f2 |
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