Mathematical modeling of diabetes and its restrain
Abstract
In this paper, we have developed a mathematical model of diabetes (type-2 diabetes) in a deterministic approach. We have described our model in the population dynamics with four compartments. Namely, Susceptible, Imbalance Glucose Level (IGL), Treatment and Restrain population. Our model exhibits two nonnegative equilibrium points namely Disease Free Equilibrium (DFE) and Endemic Equilibrium (EE). The expression for the Treatment reproduction number is computed. We have proved that the equilibrium points of the model are locally and globally asymptotically stable under some conditions. Numerical simulation is performed to verify our analytical findings such as stability of DFE and EE. The simulations show better results based on the required conditions. We tried to fit our model with the data given by the International Diabetes Federation (IDF) [D. Atlas, IDF Diabetes Atlas, 8th edn. (International Diabetes Federation, Brussels, Belgium, 2017)] and it suits well with the data. It has been found that our model shows the decrease in diabetes-affected population compared with the data given by the IDF [D. Atlas, IDF Diabetes Atlas, 8th edn. (International Diabetes Federation, Brussels, Belgium, 2017)].
References
- 1. , IDF Diabetes Atlas, 8th edn. (International Diabetes Federation, Brussels, Belgium, 2017). Google Scholar
- 2. , Int. J. Noncommun. Diseases 1, 3 (2016). Crossref, Google Scholar
- 3. , IDF Diabetes Atlas, 9th edn. (International Diabetes Federation, Brussels, Belgium, 2019). Google Scholar
- 4. , Aust. Med. J. 7, 45 (2014). Crossref, Google Scholar
- 5. , Diabetologia 55, 1283 (2012). Crossref, Web of Science, Google Scholar
- 6. , Sleep Med. 60, 132 (2019). Crossref, Web of Science, Google Scholar
- 7. , Osteoporos. Sarcopeni. 5, 29 (2019). Crossref, Google Scholar
- 8. , Biomed. Eng. Online 3, 1 (2004). Crossref, Web of Science, Google Scholar
- 9. , BioMed. Eng. Online 2, 1 (2003). Crossref, Web of Science, Google Scholar
- 10. , BioMed. Eng. Online 2, 1 (2003). Crossref, Web of Science, Google Scholar
- 11. , Int. J. Equity Health 4, 1 (2005). Crossref, Google Scholar
- 12. , Appl. Math. Model. 68, 219 (2019). Crossref, Web of Science, Google Scholar
- 13. , J. Appl. Math. Comput. 1 (2020), https://doi.org/10.1007/s12190-020-01424-6. Google Scholar
- 14. , Int. J. Eng. Sci. Technol. 6, 78 (2014). Crossref, Google Scholar
- 15. , Diabetes 59, 1626 (2010). Crossref, Web of Science, Google Scholar
- 16. , IFAC-PapersOnLine 51, 289 (2018). Crossref, Google Scholar
- 17. , IEEE Control Syst. Magazine 36, 28 (2016). Crossref, Web of Science, Google Scholar
- 18. , IFAC Proc. Vol. 44, 7092 (2011). Crossref, Google Scholar
- 19. , Chaos, Solitons Fractals 83, 178 (2016). Crossref, Web of Science, ADS, Google Scholar
- 20. , Appl. Math. Comput. 311, 22 (2017). Web of Science, Google Scholar
- 21. , Diabetes Res. Clin. Practice 100, 111 (2013). Crossref, Web of Science, Google Scholar
- 22. , The Theory of Matrices, Vol. 2 (Chelsea Publishing, New York, 1964). Google Scholar
- 23. , J. Inf. Optim. Sci. 8, 221 (1987). Google Scholar
- 24. , Discrete Contin. Dyn. Syst. B 20, 2291 (2015). Crossref, Web of Science, Google Scholar
- 25. , The stability of Dynamical Systems (Society for Industrial and Applied Mathematics, 1976). Crossref, Google Scholar
- 26. , Bull. Math. Biol. 68, 615 (2006). Crossref, Web of Science, Google Scholar
- 27. , Biosyst. 109, 203 (2012). Crossref, Google Scholar
- 28. , Int. J. Biomath. 7, 1450054 (2014). Link, Web of Science, Google Scholar
You currently do not have access to the full text article. |
---|