Rahmalia, Dinita and Herlambang, Teguh and Rohmah, Awawin Mustana and Muhith, Abdul (2019) Weights optimization using Firefly Algorithm on optimal control of zika disease from dengue symptoms by vaccination. Journal of Physics: Conference Series, 1594 (2020). pp. 1-10. ISSN 1742-6596
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Abstract
Zika disease is caused by zika virus. Zika virus can be contagious through the Aedes biting, such as Aedes aegypti. The mosquitoes can also transmit dengue fever. From the problem of zika spread, then in this research can be constructed mathematical model of zika spread from dengue symptoms. In zika spread from dengue symptoms, there are two populations included i.e. human population as host and mosquito population as vector. Because the treatments for zika disease are unavailable, then vaccination is given to susceptible human. Optimal control is used for minimizing the number of infected human and the cost of vaccination. Due to the cost of objective function depends on weights, in this research we will apply Firefly Algorithm (FA) to optimize weights minimizing cost of objective function. FA is based on behavior of flashing characteristics of fireflies. Simulations have been applied and we can obtain comparison the number of human and mosquito with and without control. In addition, we also obtain optimal weight related to the number of infected human and the cost of vaccination.
| Item Type: | Article |
|---|---|
| Subjects: | R Medicine > RA Public aspects of medicine > RA648.5-767 Epidemics. Epidemiology. Quarantine. Disinfection |
| Divisions: | Faculty of Nursing and Midwifery > Program Study of Nursing Bachelor |
| Depositing User: | Mr. . Adit |
| Date Deposited: | 28 Sep 2020 04:33 |
| Last Modified: | 20 Jun 2022 05:37 |
| URI: | http://repository.unusa.ac.id/id/eprint/6246 |
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