Dynamics of 4D supply chain system with fractal fractional derivatives insight of stability analysis and ANN prediction

Dynamics of 4D supply chain system with fractal fractional derivatives insight of stability analysis and ANN prediction

Abstract This paper investigated 4D supply chain finance system utilizing fractal fractional derivatives with the generalized Mittag-Leffler kernel. The model incorporates key interactions between customer demand, distributor inventory, and retailer orders, creating a dynamic system governed by frac...

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Bibliographic Details
Main Authors: Anum Zehra, Muhammad Farman, Talal Bonny, Aceng Sambas, Wafaa Al Nassan, Kottakkaran Sooppy Nisar, Betty Wan Niu Voon, Mohamed Hafez
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Sustainable supply chain
Stability analysis
Neural network prediction
Mittag-Leffler kernel
Online Access:https://doi.org/10.1038/s41598-025-15706-1
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