Back to Search Start Over

Analysis of fractal-fractional Alzheimer's disease mathematical model in sense of Caputo derivative.

Authors :
Yadav, Pooja
Jahan, Shah
Nisar, Kottakkaran Sooppy
Source :
AIMS Public Health. 2024, Vol. 11 Issue 2, p1-21. 21p.
Publication Year :
2024

Abstract

Alzheimer's disease stands as one of the most widespread neurodegenerative conditions associated with aging, giving rise to dementia and posing significant public health challenges. Mathematical models are considered as valuable tools to gain insights into the mechanisms underlying the onset, progression, and potential therapeutic approaches for AD. In this paper, we introduce a mathematical model for AD that employs the fractal fractional operator in the Caputo sense to characterize the temporal dynamics of key cell populations. This model encompasses essential elements, including amyloid- β ( A β ), neurons, astroglia and microglia. Using the fractal fractional operator, we have established the existence and uniqueness of solutions for the model under consideration, employing Leray-Schaefer's theorem and the Banach fixed-point methods. Utilizing functional techniques, we have analyzed the proposed model stability under the Ulam-Hyers condition. The suggested model has been numerically simulated by using a fractional Adams-Bashforth approach, which involves a two-step Lagrange polynomial. For numerical simulations, different ranges of fractional order values and fractal dimensions are considered. This new fractal fractional operator in the form of the Caputo derivative was determined to yield better results than an ordinary integer order. Various outcomes are shown graphically by for different fractal dimensions and arbitrary orders. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
23278994
Volume :
11
Issue :
2
Database :
Academic Search Index
Journal :
AIMS Public Health
Publication Type :
Academic Journal
Accession number :
178301121
Full Text :
https://doi.org/10.3934/publichealth.2024020