Affiliation of Author(s):数学学院

Journal:SIAM Journal On Numerical Analysis

Key Words:space-fractional nonlocal model; variable coefficients; implicit difference method; FBi-CGSTAB; parameter identification; L-M regularization method

Abstract:In this paper, we consider an inverse problem for identifying the fractional derivative indices in a two-dimensional space-fractional nonlocal model based on a generalization of the two-sided Riemann-Liouville formulation with variable diffusivity coefficients. First, we derive an implicit difference method (IDM) for the direct problem and the stability and convergence of the IDM are discussed. Second, for the implementation of the IDM, we develop a fast bi-conjugate gradient stabilized method (FBi-CGSTAB) that is superior in computational performance to Gaussian elimination and attains the same accuracy. Third, we utilize the Levenberg-Marquardt (L-M) regularization technique combined with the Armijo rule (the popular inexact line search condition) to solve the modified nonlinear least squares model associated with the parameter identification. Finally, we carry out numerical tests to verify the accuracy and efficiency of the IDM. Numerical investigations are performed with both accurate data and noisy data to check the effectiveness of the L-M regularization method. The convergence behavior of the L-M for the inverse problem involving the space-fractional diffusion model is shown graphically.

Indexed by:Unit Twenty Basic Research

Correspondence Author:陈善镇,刘发旺,Jiang Xiaoyun,Ian Turner,Kevin Burrage

Document Code:A99603A6651B4428967EE0C34D6F2FA0

Discipline:Natural Science

First-Level Discipline:Mathematics

Volume:54

Issue:2

Page Number:606-624

Translation or Not:no

Date of Publication:2016-10-01

Included Journals:SCI