DOAJ Open Access 2024

Dynamics and Complexity Analysis of Fractional-Order Inventory Management System Model

Tengfei Lei Rita Yi Man Li Jirawan Deeprasert Haiyan Fu

Abstrak

To accurately depict inventory management over time, this paper introduces a fractional inventory management model that builds upon the existing classical inventory management framework. According to the definition of fractional difference equation, the numerical solution and phase diagram of an inventory management system are obtained by MATLAB simulation. The influence of parameters on the nonlinear behavior of the system is analyzed by a bifurcation diagram and largest Lyapunov exponent (LLE). Combined with the related indexes of time series, the complex characteristics of a quantization system are analyzed using spectral entropy and C0. This study concluded that the changing law of system complexity is consistent with the LLE of the system. By analyzing the influence of order on the system, it is found that the inventory changes will be periodic in some areas when the system is fractional, which is close to the actual conditions of the company’s inventory situation. The research results of this paper provide useful information for inventory managers to implement inventory and facility management strategies.

Penulis (4)

T

Tengfei Lei

R

Rita Yi Man Li

J

Jirawan Deeprasert

H

Haiyan Fu

Format Sitasi

Lei, T., Li, R.Y.M., Deeprasert, J., Fu, H. (2024). Dynamics and Complexity Analysis of Fractional-Order Inventory Management System Model. https://doi.org/10.3390/fractalfract8050258

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Informasi Jurnal
Tahun Terbit
2024
Sumber Database
DOAJ
DOI
10.3390/fractalfract8050258
Akses
Open Access ✓