An inverse problem in estimating the time dependent source term and initial temperature simultaneously by the polynomial regression and conjugate gradient method
Filomat, Tome 34 (2020) no. 10, p. 3507

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From the final and interior temperature measurements identifying the source term with initial temperature simultaneously is an inverse heat conduction problem which is a kind of ill-posed. The optimal control framework has been found to be effective in dealing with these problems. However, they require to find the gradient information. This idea has been employed in this research. We derive the gradient of Tikhonov functional and establish the stability of the minimizer from the necessary condition. The stability and effectiveness of evolutionary algorithm are presented for various test examples.
DOI : 10.2298/FIL2010507C
Classification : 35R25, 35R30, 35K15, 62J02, 90C52
Keywords: Inverse source problem, parabolic problem, Tikhonov functional, polynomial regression, conjugate gradient method
Arzu Erdem Coşkun. An inverse problem in estimating the time dependent source term and initial temperature simultaneously by the polynomial regression and conjugate gradient method. Filomat, Tome 34 (2020) no. 10, p. 3507 . doi: 10.2298/FIL2010507C
@article{10_2298_FIL2010507C,
     author = {Arzu Erdem Co\c{s}kun},
     title = {An inverse problem in estimating the time dependent source term and initial temperature simultaneously by the polynomial regression and conjugate gradient method},
     journal = {Filomat},
     pages = {3507 },
     year = {2020},
     volume = {34},
     number = {10},
     doi = {10.2298/FIL2010507C},
     language = {en},
     url = {http://geodesic.mathdoc.fr/articles/10.2298/FIL2010507C/}
}
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