Inverse Problems · 2021 · 39 citations · 39 references
Natural SciencesPhysicsComputational PhysicsDifferential EquationsFluid DynamicsInverse ProblemsInverse Problems In MechanicsLaplace Transform MethodsNumerical AlgorithmsNumerical Methods For Differential EquationsPartial Differential EquationsDiffusion EquationFractional Differential EquationsInverse Boundary-value ProblemsInverse Diffusion ProblemsInverse Problem FormulationLaplace TransformRegularizationRegularization Techniques
Abstract In the present paper, we devote our effort to a nonlinear inverse problem for simultaneously recovering the potential function and the fractional orders in a multi-term time-fractional diffusion equation from the noisy boundary Cauchy data in the one-dimensional case. The uniqueness for the inverse problem is derived based on the analytic continuation, the Laplace transformation and the Gel’fand–Levitan theory. Finally, the Levenberg–Marquardt regularization method with a regularization parameter chosen by a sigmoid-type function is applied for finding a stable approximate solution. Three numerical examples are provided to show the effectiveness of the proposed method.
39