Publication: Initial data identification in advection–diffusion processes via a reversed fixed‐point iteration method
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Wiley
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Abstract
In the present study, a novel method called the reversed fixed‐point iteration method (RFPIM) is applied to obtain numerical responses of the advection–diffusion mechanisms. Heretofore, the RFPIM has been employed to find out unstable equilibria of nonlinear mappings defined on Banach spaces. The current paper implements the method to recover the initial data from the final data. The method has been tested under measurements including different levels of noise such as 5%, 10%, 30%, 50%, and 100% in the final time data, and the results indicate that the present technique could be regarded as a powerful tool in handling such inverse problems.
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Journal or Series
Mathematical Methods in the Applied Sciences
ISSN
0170-4214
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CLOSED
Keywords
PDEs in connection with control and optimization, Numerical methods for inverse problems for boundary value problems involving PDEs, inverse problems, advection-diffusion equation, initial data identification, Numerical methods for inverse problems for initial value and initial-boundary value problems involving PDEs, PDE constrained optimization (numerical aspects), Stability and convergence of numerical methods for initial value and initial-boundary value problems involving PDEs, reversed fixed-point iteration method