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صفحه اصلی
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International Conference on Artificial Intelligence; City, Industry and Health
Forecasting the spread of epidemic diseases based on a modified SEIR model using the fuzzy-fractal system
نویسندگان :
Mahdie Sanjaran
1
Hamid Mahmoodian
2
1- 1Department of Biomedical Engineering, Na.C., Islamic Azad University, Najafabad, Iran
2- Department of Biomedical Engineering, Na.C., Islamic Azad University, Najafabad, Iran
کلمات کلیدی :
Epidemic diesease,،Mathematical Model,،Pandemic Control,،modified SEIR Model,،Fuzzy System,،Fractal Dimension
چکیده :
Epidemics like SARS, Ebola, and COVID-19 (the most contagious recent virus) have caused global health and economic crises. Controlling pandemics requires understanding their complexity through mathematical modeling and fuzzy controllers. This study uses a model to forecast outbreaks and a genetically optimized fuzzy controller to manage restrictions like social distancing and quarantine, minimizing infections while accounting for economic impact via GDP growth rate as a cost function. Additionally, cultural factors, represented by fractal dimension, are analyzed, showing significant effects on reducing infections. Results demonstrate that incorporating fractal dimension improves pandemic control.
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بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 41.6.0