Comparison of Integer-, Constant-, and Variable-Order Fractional Models of Competition for Student Population Using Caputo–Fabrizio Fractional Derivative With Policy Interventions
Kiprotich Ezra Bett,
Cyrus Gitonga Ngari and
Grace Gakii Muthuri
International Journal of Mathematics and Mathematical Sciences, 2026, vol. 2026, 1-33
Abstract:
This study develops constant-order (CO) and variable-order (VO) Caputo–Fabrizio (CF) fractional derivative (CFFD) models to extend the classical integer-order framework for analyzing competition among public, private, and nonenrolled student populations under varying policy intervention intensities. Existence and uniqueness of solutions were confirmed using fixed-point theorems, and stability was assessed through Jacobian analysis at the trivial and coexistence equilibrium points, which proved to be unstable and stable, respectively, under moderate policy interventions. A modified two-step Adams–Bashforth scheme was implemented in MATLAB software to generate stable and convergent simulations. Numerical results demonstrate that both the fractional order and policy intervention intensity strongly influence long-term system behavior: Weak intervention (p
Date: 2026
References: Add references at CitEc
Citations:
Downloads: (external link)
http://downloads.hindawi.com/journals/ijmms/2026/4337048.pdf (application/pdf)
http://downloads.hindawi.com/journals/ijmms/2026/4337048.xml (application/xml)
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:hin:jijmms:4337048
DOI: 10.1155/ijmm/4337048
Access Statistics for this article
More articles in International Journal of Mathematics and Mathematical Sciences from Hindawi
Bibliographic data for series maintained by Mohamed Abdelhakeem ().