Application of LAPM and ABM methods to a fractional SCIR model of pneumonia diseases

We develop a fractional SCIR (susceptible-carrier-infected-recovered) model for pneumococcal pneumonia using Caputo derivatives of order $ 0 < \varrho \leq 1 $ to capture memory effects from long carriage, waning immunity, and reinfection. The force of infection explicitly accounts for carriers' transmissibility. Using a next-generation approach, we derive the basic reproduction number $ \mathscr{R}_0 $ and prove the global asymptotic stability of the disease-free equilibrium when $ \mathscr{R}_0 < 1 $ and of the endemic equilibrium when $ \mathscr{R}_0 > 1 $ via Lyapunov functionals and a fractional LaSalle principle. Numerically, we combine the Laplace-Adomian-Padé method (LAPM) with a fractional Adams-Bashforth-Moulton scheme (ABM) to capture memory-driven transients. A sensitivity analysis identifies transmission intensity and routing into carriage as the dominant epidemic drivers, while treatment and mortality exert mitigating effects. A control extension yields a closed-form, control-adjusted $ \mathscr{R}_0 $; a minimal vaccination threshold; and an optimal control problem solved numerically. Finally, we outline a calibration workflow linking the model-predicted incidence to surveillance data, permitting a statistical estimation of the fractional order. Altogether, incorporating carriers and fractional memory modifies the thresholds and persistence conditions, producing dynamics that are more consistent with pneumococcal epidemiology.

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Publication Details

Journal
AIMS Mathematics
Published
2025-01-01
DOI
https://doi.org/10.3934/math.20251137
Citations
2
Primary Topic
Fractional Differential Equations Solutions
Type
article
Field-Weighted Citation Impact
2.74
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article

Application of LAPM and ABM methods to a fractional SCIR model of pneumonia diseases

Abdullah Alahmari„, Sayed Saber, Muflih Alhazmi, Safa M. Mirgani
2 citations
AIMS Mathematics
Fractional Differential Equations Solutions
2.74
article

Application of LAPM and ABM methods to a fractional SCIR model of pneumonia diseases

Abdullah Alahmari„, Sayed Saber, Muflih Alhazmi, Safa M. Mirgani
article en
2 citations

Abstract

We develop a fractional SCIR (susceptible-carrier-infected-recovered) model for pneumococcal pneumonia using Caputo derivatives of order $ 0 < \varrho \leq 1 $ to capture memory effects from long carriage, waning immunity, and reinfection. The force of infection explicitly accounts for carriers' transmissibility. Using a next-generation approach, we derive the basic reproduction number $ \mathscr{R}_0 $ and prove the global asymptotic stability of the disease-free equilibrium when $ \mathscr{R}_0 < 1 $ and of the endemic equilibrium when $ \mathscr{R}_0 > 1 $ via Lyapunov functionals and a fractional LaSalle principle. Numerically, we combine the Laplace-Adomian-Padé method (LAPM) with a fractional Adams-Bashforth-Moulton scheme (ABM) to capture memory-driven transients. A sensitivity analysis identifies transmission intensity and routing into carriage as the dominant epidemic drivers, while treatment and mortality exert mitigating effects. A control extension yields a closed-form, control-adjusted $ \mathscr{R}_0 $; a minimal vaccination threshold; and an optimal control problem solved numerically. Finally, we outline a calibration workflow linking the model-predicted incidence to surveillance data, permitting a statistical estimation of the fractional order. Altogether, incorporating carriers and fractional memory modifies the thresholds and persistence conditions, producing dynamics that are more consistent with pneumococcal epidemiology.

AIMS MathematicsVol. 10(11)
Beni-Suef University (EG), Northern Border University (SA), Umm al-Qura University (SA), Imam Mohammad ibn Saud Islamic University (SA), Al Baha University (SA)
Openalex Percentile: Top 9%
Fractional Differential Equations Solutions
2.74
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Application of LAPM and ABM methods to a fractional SCIR model of pneumonia diseases — Abdullah Alahmari„, Sayed Saber, et al. · AIMS Mathematics (2025) | TGRS Research Map | TGRS