Mathematical Model of COVID-19 Spread with Vaccination in Mataram City

The COVID-19 pandemic has had a significant impact on public health worldwide.. Mathematical modeling is considered an alternative tool for understanding real-life problems, including the dynamics of COVID-19 spread. This is an applied research that purpose adds vaccination to Zeb et al. (2020) SEIQR model of COVID-19 spread and examines the dynamic of COVID-19 spread in Mataram City. First, we construct the new model by making assumptions. The fixed point and basic reproduction number (R_0 ) are then used to analyze the model using the next-generation matrix method. The next-generation matrix method is utilized to estimate the R_0 in a compartmental disease model. Two fixed points are acquired, specifically the disease-free fixed point, which is locally asymptotically stable under the condition R_0<1 determined by the Routh Hurwitz criterion via linearization using the Jacobi matrix. And the disease-endemic fixed point, which is locally asymptotically stable under the condition R_0>1 indicated by Lyapunov function. The population dynamics when R_0<1 and R_0>1 can also be observed through numerical simulation. The results of a numerical simulation indicate that giving the proportion of number vaccinated 62 per cent is effective in suppressing the number of infections.

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Publication Details

Journal
JTAM (Jurnal Teori dan Aplikasi Matematika)
Published
2024-10-04
DOI
https://doi.org/10.31764/jtam.v8i4.23113
Primary Topic
Data Mining and Machine Learning Applications
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article
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article

Mathematical Model of COVID-19 Spread with Vaccination in Mataram City

Hadi Sumarno, Paian Sianturi, Muhammad Putra Sani Hattamurrahman
JTAM (Jurnal Teori dan Aplikasi Matematika)
Data Mining and Machine Learning Applications
article

Mathematical Model of COVID-19 Spread with Vaccination in Mataram City

Hadi Sumarno, Paian Sianturi, Muhammad Putra Sani Hattamurrahman
article en

Abstract

The COVID-19 pandemic has had a significant impact on public health worldwide.. Mathematical modeling is considered an alternative tool for understanding real-life problems, including the dynamics of COVID-19 spread. This is an applied research that purpose adds vaccination to Zeb et al. (2020) SEIQR model of COVID-19 spread and examines the dynamic of COVID-19 spread in Mataram City. First, we construct the new model by making assumptions. The fixed point and basic reproduction number (R_0 ) are then used to analyze the model using the next-generation matrix method. The next-generation matrix method is utilized to estimate the R_0 in a compartmental disease model. Two fixed points are acquired, specifically the disease-free fixed point, which is locally asymptotically stable under the condition R_0<1 determined by the Routh Hurwitz criterion via linearization using the Jacobi matrix. And the disease-endemic fixed point, which is locally asymptotically stable under the condition R_0>1 indicated by Lyapunov function. The population dynamics when R_0<1 and R_0>1 can also be observed through numerical simulation. The results of a numerical simulation indicate that giving the proportion of number vaccinated 62 per cent is effective in suppressing the number of infections.

JTAM (Jurnal Teori dan Aplikasi Matematika)Vol. 8(4)
IPB University (ID)
Openalex Percentile: Top 67%
Data Mining and Machine Learning Applications
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Mathematical Model of COVID-19 Spread with Vaccination in Mataram City — Hadi Sumarno, Paian Sianturi, et al. · JTAM (Jurnal Teori dan Aplikasi Matematika) (2024) | TGRS Research Map | TGRS