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Article

Codimension-Two Bifurcation Analysis and Global Dynamics of a Discrete Epidemic Model

by
Raja Ramiz Ahmed Khan
1,
Abdul Qadeer Khan
1,*,
Turki D. Alharbi
2 and
Jawharah G. AL-Juaid
3
1
Department of Mathematics, University of Azad Jammu and Kashmir, Muzaffarabad 13100, Pakistan
2
Department of Mathematics, Al-Leith University College, Umm Al-Qura University, Mecca 24382, Saudi Arabia
3
Department of Mathematics and Statistics, Collage of Science, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia
*
Author to whom correspondence should be addressed.
Axioms 2025, 14(6), 463; https://doi.org/10.3390/axioms14060463
Submission received: 13 February 2025 / Revised: 3 April 2025 / Accepted: 4 June 2025 / Published: 13 June 2025
(This article belongs to the Special Issue Advances in Differential Equations and Its Applications)

Abstract

In this paper, we study the global dynamics, boundedness, existence of invariant intervals, and identification of codimension-two bifurcation sets with detailed bifurcation analysis at the epidemic fixed point of a discrete epidemic model. More precisely, under definite parametric conditions, it is proved that every positive solution of the discrete epidemic model is bounded, and furthermore, we have also constructed the invariant interval. By the linear stability theory, we have derived the sufficient condition, as well as the necessary and sufficient condition(s) under which fixed points obey certain local dynamical characteristics. We also gave the global analysis at fixed points and proved that both disease-free and epidemic fixed points become globally stable under certain conditions and parameters. Next, in order to study the two-parameter bifurcations of the discrete epidemic model at the epidemic fixed point, we first identified the two-parameter bifurcation sets, and then a detailed two-parameter bifurcation analysis is given by the bifurcation theory and affine transformations. Furthermore, we have given the biological interpretations of the theoretical findings. Finally, numerical simulation validated the theoretical results.
Keywords: numerical simulation; two-parameter bifurcation; global dynamics; epidemic model; resonances numerical simulation; two-parameter bifurcation; global dynamics; epidemic model; resonances

Share and Cite

MDPI and ACS Style

Khan, R.R.A.; Khan, A.Q.; Alharbi, T.D.; AL-Juaid, J.G. Codimension-Two Bifurcation Analysis and Global Dynamics of a Discrete Epidemic Model. Axioms 2025, 14, 463. https://doi.org/10.3390/axioms14060463

AMA Style

Khan RRA, Khan AQ, Alharbi TD, AL-Juaid JG. Codimension-Two Bifurcation Analysis and Global Dynamics of a Discrete Epidemic Model. Axioms. 2025; 14(6):463. https://doi.org/10.3390/axioms14060463

Chicago/Turabian Style

Khan, Raja Ramiz Ahmed, Abdul Qadeer Khan, Turki D. Alharbi, and Jawharah G. AL-Juaid. 2025. "Codimension-Two Bifurcation Analysis and Global Dynamics of a Discrete Epidemic Model" Axioms 14, no. 6: 463. https://doi.org/10.3390/axioms14060463

APA Style

Khan, R. R. A., Khan, A. Q., Alharbi, T. D., & AL-Juaid, J. G. (2025). Codimension-Two Bifurcation Analysis and Global Dynamics of a Discrete Epidemic Model. Axioms, 14(6), 463. https://doi.org/10.3390/axioms14060463

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