Author: Hussain, Takasar; Ozair, Muhammad; Ali, Farhad; Rehman, Sajid ur; Assiri, Taghreed A.; Mahmoud, Emad E.
                    Title: Sensitivity analysis and optimal control of COVID-19 dynamics based on SEIQR model  Cord-id: zbk7vqpx  Document date: 2021_2_18
                    ID: zbk7vqpx
                    
                    Snippet: It is of great curiosity to observe the effects of prevention methods and the magnitudes of the outbreak including epidemic prediction, at the onset of an epidemic. To deal with COVID-19 Pandemic, an SEIQR model has been designed. Analytical study of the model consists of the calculation of the basic reproduction number and the constant level of disease absent and disease present equilibrium. The model also explores number of cases and the predicted outcomes are in line with the cases registered
                    
                    
                    
                     
                    
                    
                    
                    
                        
                            
                                Document: It is of great curiosity to observe the effects of prevention methods and the magnitudes of the outbreak including epidemic prediction, at the onset of an epidemic. To deal with COVID-19 Pandemic, an SEIQR model has been designed. Analytical study of the model consists of the calculation of the basic reproduction number and the constant level of disease absent and disease present equilibrium. The model also explores number of cases and the predicted outcomes are in line with the cases registered. By parameters calibration, new cases in Pakistan are also predicted. The number of patients at the current level and the permanent level of COVID-19 cases are also calculated analytically and through simulations. The future situation has also been discussed, which could happen if precautionary restrictions are adopted.
 
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