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Using genetic algorithm for COVID-19 data analysis
April 19, 2022, 4:22 p.m. | Mananai Saengsuwan
Towards Data Science - Medium towardsdatascience.com
A genetic algorithm is a stochastic process for optimization or search problems. It is an algorithm inspired by natural selection and evolution. We will use a genetic algorithm to find COVID-19 SEIR parameters. Then, we will compare this result with the grid search method result.
Image by author. The graph shows how SEIR parameters evolve from start to finish. The COVID-19 data is from from March 13, 2022 to April 12, 2022 in ThailandThere are a few genetic algorithm …
algorithm analysis covid covid-19 covid19 data data analysis data science genetic-algorithm java software development
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