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Published on: June 15, 2019
The SAITS epidemic spreading model and its combinational optimal suppression control.
Wei Ding1, Li Ding1, Zhengmin Kong1
1School of Electrical Engineering and Automation, Wuhan University, Wuhan 430072, China.
This study introduces a novel Susceptible-Asymptomatic-Infected-Transferred-Susceptible (SAITS) epidemic model. The model proposes a combinational control strategy to effectively suppress disease spread and minimize infections using optimal control methods.
Area of Science:
- Epidemiology
- Mathematical Modeling
- Network Science
Background:
- Epidemic modeling is crucial for understanding disease dynamics.
- Static network models offer a framework for analyzing disease spread.
- Control strategies are essential for mitigating epidemic impact.
Purpose of the Study:
- To propose and investigate a Susceptible-Asymptomatic-Infected-Transferred-Susceptible (SAITS) epidemic model on a static network.
- To develop and analyze a combinational suppression control strategy.
- To formulate an optimal control problem for minimizing infections.
Main Methods:
- Development of an SAITS epidemic model.
- Calculation of the basic reproduction number.
- Analysis of disease-free and endemic equilibrium points.
- Formulation of an optimal control problem using Pontryagin's principle.
- Numerical and Monte Carlo simulations for validation.
Main Results:
- The SAITS model and its equilibrium points were analyzed.
- A combinational suppression strategy involving compartment transfer was proposed.
- An optimal control strategy was derived to minimize infections.
- Theoretical results were validated through simulations.
Conclusions:
- The proposed SAITS model provides a framework for studying epidemic dynamics on networks.
- The combinational suppression strategy is effective in controlling disease spread.
- Optimal control methods can be applied to resource-limited epidemic management.
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