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Two Regularization Methods for Identifying the Initial Value of Time-Fractional Telegraph Equation

Yingqing Liang, Fan Yang, Xiaoxiao Li

2025Computational Methods in Applied Mathematics17 citationsDOI

Abstract

Abstract In this article, an inverse problem for identifying the initial value of time-fractional telegraph equation is addressed. This is a typical ill-posed problem, meaning the solution does not depend continuously on the data. Besides, we give the conditional stability result based on an a priori bound condition. We utilize the modified quasi-boundary regularization method and the Landweber iterative regularization method to obtain the corresponding approximate solutions, respectively. The convergent error estimates under the a priori regularization parameter selection rule and the a posteriori regularization parameter selection rule are given. Some numerical experiments testify the effectiveness and precision of the proposed methods.

Topics & Concepts

Regularization (linguistics)A priori and a posterioriMathematicsInverse problemApplied mathematicsBoundary value problemNoisy dataStability (learning theory)Iterative methodRegularization perspectives on support vector machinesMathematical optimizationMathematical analysisTikhonov regularizationAlgorithmComputer scienceArtificial intelligenceEpistemologyPhilosophyMachine learningNumerical methods in inverse problemsFractional Differential Equations SolutionsNumerical methods in engineering
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