Stability and structure-preserving numerical analysis of a stochastic delayed pine wilt disease model

, while the endemic equilibrium is assessed through delay-dependent local stability. The stochastic model includes multiplicative environmental noise and is shown to possess positive solutions with bounded first moments. Exact Itô logarithmic identities demonstrate that long-term infection behaviour depends on current and delayed host-vector states. A delay-aware stochastic nonstandard finite difference scheme is constructed using delayed indices, nonstandard denominator functions, and positive stochastic exponential factors. Numerical experiments illustrate the effects of delay, noise, and step size, with the proposed scheme showing controlled behaviour at larger steps.

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Publication Details

Journal
Journal of Biological Dynamics
Published
2026-10-15
DOI
https://doi.org/10.1080/17513758.2026.2746882
Primary Topic
Mathematical and Theoretical Epidemiology and Ecology Models
Type
article
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article

Stability and structure-preserving numerical analysis of a stochastic delayed pine wilt disease model

Edrisa Jawo, Emad Fadhal, Umar Shafique, Faridah Alruwaili et al.
Journal of Biological Dynamics
Mathematical and Theoretical Epidemiology and Ecology Models
article

Stability and structure-preserving numerical analysis of a stochastic delayed pine wilt disease model

Edrisa Jawo, Emad Fadhal, Umar Shafique, Faridah Alruwaili, Mustafa Inc, Ali Raza
article en

Abstract

, while the endemic equilibrium is assessed through delay-dependent local stability. The stochastic model includes multiplicative environmental noise and is shown to possess positive solutions with bounded first moments. Exact Itô logarithmic identities demonstrate that long-term infection behaviour depends on current and delayed host-vector states. A delay-aware stochastic nonstandard finite difference scheme is constructed using delayed indices, nonstandard denominator functions, and positive stochastic exponential factors. Numerical experiments illustrate the effects of delay, noise, and step size, with the proposed scheme showing controlled behaviour at larger steps.

Journal of Biological DynamicsVol. 20(1)
Princess Nourah bint Abdulrahman University (SA), VSB - Technical University of Ostrava (CZ), Fırat University (TR), University of the Gambia (GM), King Faisal University (SA), Sultan Zainal Abidin University (MY)
Openalex Percentile: Top 10%
Mathematical and Theoretical Epidemiology and Ecology Models
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