Fuzzy modeling of fractional-order dental caries system and bifurcation analysis

Dental caries is a widespread public health concern influenced by biological, behavioral, and environmental factors. To better understand its progression, this study formulated a fuzzy fractional-order SEIR model. The Caputo fractional derivative was used to capture memory effects. Fuzzy membership functions, dependent on viral load, incorporated uncertainty in transmission, recovery, and disease-induced mortality rates. Equilibrium points were calculated, and the basic reproduction number was derived as a function of viral load. Stability analysis showed the disease-free equilibrium is locally asymptotically stable when [Formula: see text], while an endemic equilibrium appears if [Formula: see text]. Bifurcation analysis with center manifold theory confirmed a forward bifurcation at the threshold [Formula: see text]. Existence and uniqueness of solutions were ensured through Lipschitz conditions. A fractional Adams–Bashforth scheme provided numerical approximations. Simulations illustrated how changes in fractional order and fuzzy parameters affect disease dynamics. The results showed fractional orders [Formula: see text] delay infection peaks and flatten epidemic curves. Higher viral loads reduce recovery rates and increase lethality. The proposed framework captures realistic dynamics under uncertainty, giving valuable insights for designing effective treatment strategies and public health interventions against dental caries.

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Publication Details

Journal
International Journal of Biomathematics
Published
2025-10-24
DOI
https://doi.org/10.1142/s1793524525501293
Primary Topic
Advanced Control Systems Design
Type
article
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article

Fuzzy modeling of fractional-order dental caries system and bifurcation analysis

Muhammad Farman, K. Hosseini, Saba Jamil, Kottakkaran Sooppy Nisar et al.
International Journal of Biomathematics
Advanced Control Systems Design
article

Fuzzy modeling of fractional-order dental caries system and bifurcation analysis

Muhammad Farman, K. Hosseini, Saba Jamil, Kottakkaran Sooppy Nisar, Aseel Smerat
article en

Abstract

Dental caries is a widespread public health concern influenced by biological, behavioral, and environmental factors. To better understand its progression, this study formulated a fuzzy fractional-order SEIR model. The Caputo fractional derivative was used to capture memory effects. Fuzzy membership functions, dependent on viral load, incorporated uncertainty in transmission, recovery, and disease-induced mortality rates. Equilibrium points were calculated, and the basic reproduction number was derived as a function of viral load. Stability analysis showed the disease-free equilibrium is locally asymptotically stable when [Formula: see text], while an endemic equilibrium appears if [Formula: see text]. Bifurcation analysis with center manifold theory confirmed a forward bifurcation at the threshold [Formula: see text]. Existence and uniqueness of solutions were ensured through Lipschitz conditions. A fractional Adams–Bashforth scheme provided numerical approximations. Simulations illustrated how changes in fractional order and fuzzy parameters affect disease dynamics. The results showed fractional orders [Formula: see text] delay infection peaks and flatten epidemic curves. Higher viral loads reduce recovery rates and increase lethality. The proposed framework captures realistic dynamics under uncertainty, giving valuable insights for designing effective treatment strategies and public health interventions against dental caries.

International Journal of Biomathematics
Al-Ahliyya Amman University (JO), Khazar University (AZ), Prince Sattam Bin Abdulaziz University (SA), Jadara University (JO), Khwaja Fareed University of Engineering and Information Technology (PK), Near East University (CY), Chitkara University (IN), Saveetha University (IN), Okan University (TR)
Openalex Percentile: Top 61%
Advanced Control Systems Design
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