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NAME: MARYAM BASYIRAH BINTI ZULKIFLI   (2023115083)   (K242/54)




                                                                                                                                                      SUPERVISOR: NORLAILA BINTI MD NOR














                                                                                                                                                                                                                                              Abstract







        In this study, SEIR model is developed for the transmission of measles to analyze the stability of disease-free and endemic equilibrium points and to evaluate




        how varying testing and therapy rates (σ) and contact rates (β) affect measles spread. The model equations were solved numerically, and parameter values




        were adopted from different previous studies. Simulations were performed using Maple software to analyze the impact of different values of σ and β on the




        infectious, and recovered populations. The results show that the disease-free equilibrium is stable when the eigenvalues is less than zero, indicating potential





        for eradication, and a zero eigenvalue at the endemic equilibrium indicates that measles may persist at a stable level. The simulation shows that increase in




        the testing and therapy rates can increase the recovered population while decrease the infectious population. On the contrary, increase in contact rates lead to




        an increase in the infectious population. These results show that early testing and treatment and the need to minimize contact rates are important.










                                                                                    Problem Statement                                                                                                                                                                                                                                                                                                     Objectives






        The increase in the number of measles globally which has become public concern, also                                                                                                                                                                                                                                          To  conduct  stability  analysis  of  the  SEIR  model  by




        take place in European region. Since 2016, large measles outbreak has occurred in one of                                                                                                                                                                                                                                      computing  and  classifying  disease-free  and  endemic




        the  European  countries,  which  is  Romania.  Among  the  countries  in  European  region,                                                                                                                                                                                                                                  equilibrium points.





        Romania  was  reported  to  achieve  the  highest  number  of  measles  cases.  Although  the                                                                                                                                                                                                                                 To analyze the impact of varying testing and therapy (σ)




        previous  study  by  Sowole  et  al.  (2019)  investigated  on  the  existence,  stability,  and                                                                                                                                                                                                                              and  contact  rate  (β)  on  measles  transmission  dynamics




        uniqueness of the SEIR model, it focused more on theory analysis rather than applied the                                                                                                                                                                                                                                      by conducting numerical simulations.




        model to actual data.












                                                        Methodology & Implementation                                                                                                                                                                                                                                                                       Results & Discussion









        Formulate the SEIR Model





                    Diagram of SEIR model and system of differential equations.


















































        Equilibrium Point




                    Disease-free equilibrium                                                                                     Endemic equilibrium











                                                                                                                                                                                                                                                                                                                                               σ = 0.00, 0.10, 0.40, and 0.70




                                                                                                                                                                                                                                                                                The number of recovered individuals increases as the value of σ increases.




                                                                                                                                                                                                                                                                                The number of infectious individuals decreases as the value of σ increases.





                                                                                                                                                                                                                                                                                σ plays a significant role in the control of the disease.



















                                                                                                                                                                                                                                                                                                                                                                                                               β = 0.05, 0.20, 0.50, 0.75, 1.00





        Stability of Equilibrium Point

                                                                                                                                                                                                                                                                                                                                                                                                                 The                      number                               of                 infectious




                                                                                                                                                                                                                                                                                                                                                                                                                 individuals increases as the value




                                                                                                                                                                                                                                                                                                                                                                                                                 of β increases.





                                                                                                                                                                                                                                                                                                                                                                                                                 If  the  contact  rate  is  high,  the




                                                                                                                                                                                                                                                                                                                                                                                                                 infection will also be higher.







































                                                                                                  CONCLUSION                                                                                                                                                                                                                                    RECOMMENDATIONS







                      Stability  analysis  showed  that  disease-free  equilibrium  is  stable,                                                                                                                                                                                      The  authorities  from  the  health  department  should  increase  testing  and



                      suggesting  that  measles  can  be  eliminated  if  control  measures  are                                                                                                                                                                                     treatment  programs  to  ensure  early  diagnosis  and  effective  therapy  for



                      sufficient.                                                                                                                                                                                                                                                    exposed individuals. The campaigns for the purpose of public health should


                      For endemic equilibrium, there is one eigenvalues equal to zero which                                                                                                                                                                                          promote  early  treatment,  social  distancing  during  outbreaks,  and



                      indicates  endemic state persists at a constant level if conditions remain                                                                                                                                                                                     awareness  to  the  public  in  order  to  reduce  the  spread  measles  through


                      unchanged.                                                                                                                                                                                                                                                     direct  contacts.  The  government  should  monitor  the  cases  of  measles



                      The result show that increasing testing and theraphy reduces infections                                                                                                                                                                                        continuously,  as  this  situation  can  help  to  detect  outbreaks  of  measles


                      and increases recoveries, while higher contact rates increase infections.                                                                                                                                                                                      early.
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