Parameter Estimation of Fractional Uncertain Differential Equations

In this paper, we focus on the parameter estimations and some related issues of a class of fractional uncertain differential equations. We obtain the parameter estimations of the considered equations by using rectangular and trapezoidal algorithms for numerical approximation of optimal problems. Subsequently, by taking the trapezoidal method as an example, the predicted variable–corrected variable method is used to solve fractional-order uncertain differential equations, and numerical solutions were demonstrated by using different α-paths. Finally, by using the trapezoidal algorithm, we predicted the closing prices of Tencent Holdings for the entire year of 2023 and compared them with actual historical values, showcasing the applicability and effectiveness of this method in practical applications.

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Publication Details

Journal
Fractal and Fractional
Published
2025-02-21
DOI
https://doi.org/10.3390/fractalfract9030138
Citations
1
Primary Topic
Fractional Differential Equations Solutions
Type
article
Field-Weighted Citation Impact
1.37

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article

Parameter Estimation of Fractional Uncertain Differential Equations

Zhi Li, Liping Xu, Ning Jing
1 citations
Fractal and Fractional
Fractional Differential Equations Solutions
1.37
article

Parameter Estimation of Fractional Uncertain Differential Equations

Zhi Li, Liping Xu, Ning Jing
article en
1 citations

Abstract

In this paper, we focus on the parameter estimations and some related issues of a class of fractional uncertain differential equations. We obtain the parameter estimations of the considered equations by using rectangular and trapezoidal algorithms for numerical approximation of optimal problems. Subsequently, by taking the trapezoidal method as an example, the predicted variable–corrected variable method is used to solve fractional-order uncertain differential equations, and numerical solutions were demonstrated by using different α-paths. Finally, by using the trapezoidal algorithm, we predicted the closing prices of Tencent Holdings for the entire year of 2023 and compared them with actual historical values, showcasing the applicability and effectiveness of this method in practical applications.

Fractal and FractionalVol. 9(3)
Yangtze University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 25%
Fractional Differential Equations Solutions
1.37
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