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Published on: September 8, 2023
New strategy to control covid-19 pandemic using lead/lag compensator
Musadaq A Hadi1, Zainab M Amean2
1University of Technology, Iraq.
This study introduces a lead/lag compensator, optimized by the Most Valuable Player Algorithm (MVPA), to control the unstable COVID-19 pandemic system. Simulation results demonstrate its effectiveness in managing the spread of the novel coronavirus.
Area of Science:
- Control Theory
- Epidemiology
- Mathematical Modeling
Background:
- The COVID-19 pandemic remains a significant global health challenge.
- Various strategies like suppression and mitigation have been employed to control its spread.
- Mathematical and engineering approaches are crucial for pandemic management.
Purpose of the Study:
- To propose a novel lead/lag compensator for controlling the nonlinear COVID-19 system.
- To utilize control theory principles to manage pandemic dynamics.
- To optimize controller parameters using the Most Valuable Player Algorithm (MVPA).
Main Methods:
- A lead/lag compensator was designed to address the unstable COVID-19 dynamics.
- The Most Valuable Player Algorithm (MVPA) was employed for parameter optimization.
- Simulations were conducted using real-world data from Hubei, China, and Lazio, Italy.
Main Results:
- The proposed lead/lag compensator demonstrated effective control over the COVID-19 system.
- Optimization via MVPA successfully tuned the controller parameters.
- Simulations validated the controller's performance using city-specific pandemic data.
Conclusions:
- The lead/lag compensator is a viable and effective tool for managing COVID-19 transmission.
- Control theory offers valuable methods for addressing complex epidemiological challenges.
- Data-driven simulations are essential for validating pandemic control strategies.
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