Retrieving the Robin coefficient from single Cauchy data in elliptic systems

dc.citation.epage677
dc.citation.issue3
dc.citation.journalTitleМатематичне моделювання та комп'ютинг
dc.citation.spage663
dc.contributor.affiliationУніверситет Каді Айяд
dc.contributor.affiliationCadi Ayyad University
dc.contributor.authorЕль Мадкурі, А.
dc.contributor.authorЕллабіб, А.
dc.contributor.authorEl Madkouri, A.
dc.contributor.authorEllabib, A.
dc.coverage.placenameЛьвів
dc.coverage.placenameLviv
dc.date.accessioned2025-03-04T11:33:00Z
dc.date.created2022-02-28
dc.date.issued2022-02-28
dc.description.abstractМетою цієї роботи є визначення коефіцієнта Робіна за наявними вимірюваннями на доступній частині границі. Після перетворення оберненої задачі на задачу оптимізації досліджуються питання визначеності, стійкості та ідентифікації. Для процесу реконструкції розроблено два регуляризованих алгоритми, а пряма задача апроксимується за допомогою розривного методу подвійної взаємності. Точність запропонованих підходів перевірена для випадку зашумлених даних та даних без шуму, отримані результати є дуже перспективними та обнадійливим
dc.description.abstractThe purpose of this work is to identify a Robin coefficient from available measurements on the accessible part of the boundary. After recasting the inverse problem as an optimization problem, we study the issue of identifiability, stability, and identification. For the reconstruction process, two regularized algorithms are designed, and the forward problem is approximated using the discontinuous dual reciprocity method. The accuracy of the proposed approaches is tested in the case of noise–free and noisy data and the findings are very promising and encouraging.
dc.format.extent663-677
dc.format.pages15
dc.identifier.citationEl Madkouri A. Retrieving the Robin coefficient from single Cauchy data in elliptic systems / A. El Madkouri, A. Ellabib // Mathematical Modeling and Computing. — Lviv : Lviv Politechnic Publishing House, 2022. — Vol 9. — No 3. — P. 663–677.
dc.identifier.citationenEl Madkouri A. Retrieving the Robin coefficient from single Cauchy data in elliptic systems / A. El Madkouri, A. Ellabib // Mathematical Modeling and Computing. — Lviv : Lviv Politechnic Publishing House, 2022. — Vol 9. — No 3. — P. 663–677.
dc.identifier.doidoi.org/10.23939/mmc2022.03.663
dc.identifier.urihttps://ena.lpnu.ua/handle/ntb/63464
dc.language.isoen
dc.publisherВидавництво Львівської політехніки
dc.publisherLviv Politechnic Publishing House
dc.relation.ispartofМатематичне моделювання та комп'ютинг, 3 (9), 2022
dc.relation.ispartofMathematical Modeling and Computing, 3 (9), 2022
dc.relation.references[1] Chantasiriwan S. Inverse heat conduction problem of determining time-dependent heat transfer coefficient. International Journal of Heat and Mass Transfer. 42 (23), 4275–4285 (1999).
dc.relation.references[2] Divo E., Kassab A. J., Kapat J. S., Chyu M.-K. Retrieval of multi dimensional heat transfer coefficient distributions using an inverse BEM-based regularized algorithm: numerical and experimental results. Engineering Analysis with Boundary Elements. 29 (2), 150–160 (2005).
dc.relation.references[3] Inglese G. An inverse problem in corrosion detection. Inverse Problems. 13 (4), 977–994 (1997).
dc.relation.references[4] Alessandrini G., Piero L. D., Rondi L. Stable determination of corrosion by a single electrostatic boundary measurement. Inverse Problems. 19 (4), 973–984 (2003).
dc.relation.references[5] Fang W., Cumberbatch E. Inverse problems for metal oxide semiconductor field-effect transistor contact resistivity. SIAM Journal on Applied Mathematics. 52 (3), 699–709 (1992).
dc.relation.references[6] Beck J. V., Osman A. M. Inverse problem for the estimation of time-and-space dependent heat transfer coefficients. Journal of Thermophysics and Heat Transfer. 3 (2), 146–152 (1989).
dc.relation.references[7] Kaup P. G., Santosa F. Nondestructive evaluation of corrosion damage using electrostatic measurements. Journal of Nondestructive Evaluation. 14 (3), 127–136 (1995).
dc.relation.references[8] Chaabane S., Jaoua M. Identification of Robin coefficients by the means of boundary measurements. Inverse Problems. 15 (6), 1425–1438 (1999).
dc.relation.references[9] Choulli M. An inverse problem in corrosion detection: Stability estimates. Journal of Inverse and Ill-Posed Problems. 12 (4), 349–367 (2004).
dc.relation.references[10] Sinsich E. Lipschitz stability for the inverse Robin problem. Inverse Problems. 23 (3), 1311–1326 (2007).
dc.relation.references[11] Alessandrini G., Piero L. D., Rondi L. Stable determination of corrosion by a single electrostatic boundary measurement. Inverse problems. 19 (4), 973–984 (2003).
dc.relation.references[12] Chaabane S., Fellah I., Jaoua M., Leblond J. Logarithmic stability estimates for a Robin coefficient in 2D Laplace inverse problems. Inverse Problems. 20 (1), 47–59 (2004).
dc.relation.references[13] Leblond J., Mahjoub M., Partington J. R. Analytic extensions and Cauchy-type inverse problems on annular domains: stability results. Journal of Inverse and Ill-Posed Problems. 14 (2), 189–204 (2006).
dc.relation.references[14] Alessandrini G., Sincih E. Detection of nonlinear corrosion by electrostatic measurements. Applicable Analysis. 85 (1–3), 107–128 (2006).
dc.relation.references[15] Kabanikhin S. I., Karchevsky A. L. Optimizational method for solving the Cauchy problem for anelliptic equation. Journal of Inverse and Ill-Posed Problems. 3 (1), 21–26 (1995).
dc.relation.references[16] Slodiscka M., Vankeer R. Determination of the convective transfer coefficient in elliptic problems from a nonstandard boundary condition. In: J. Maryska, M. Tuma, J. Sembera (eds) Simulation, modelling, and numerical analysis, SIMONA 2000. 13–20 (2000).
dc.relation.references[17] Fasino D., Inglese G. Stability of the solutions of an inverse problem for Laplace’s equation in a thin strip. Numerical Functional Analysis and Optimization. 22 (5–6), 549–560 (2001).
dc.relation.references[18] Ellabib A., El Madkouri A. A Discontinuous Dual Reciprocity Method in Conjunction with a Regularized Levenberg–Marquardt Method for Source Term Recovery in Inhomogeneous Anisotropic Materials. International Journal of Computational Methods. 17 (10), 2050002 (2020).
dc.relation.references[19] El Madkouri A., Ellabib A. A Preconditioned Krylov Subspace Iterative Methods for Inverse Source Problem by Virtue of a Regularizing LM-DRBEM. International Journal of Applied and Computational Mathematics. 6 (4), 94 (2020).
dc.relation.references[20] El Madkouri A., Ellabib A. Source term identification with discontinuous dual reciprocity approximation and quasi-Newton method from boundary observations. Journal of Computational Mathematics. 39 (3), 311–332 (2020).
dc.relation.references[21] Lions J. L., Magenes E. Non-Homogeneous Boundary Value Problems and Applications. Springer, Berlin (1972).
dc.relation.references[22] Isakov V. Inverse source problems. Vol. 34. American Mathematical Soc. (1990).
dc.relation.references[23] Partridge P. W., Brebbia C. A., Wrobel L. C. The Dual Reciprocity Boundary Element Method. International Series on Computational Engineering. Springer, Dordrecht (1991).
dc.relation.references[24] Ahmedou Bamba S., Ellabib A., El Madkouri A. Simulation of heat distribution in the human eye using discontinuous dual reciprocity boundary element method and non-overlapping domain decomposition approach. Mathematical Modeling and Computing. 7 (1), 1–13 (2020).
dc.relation.references[25] Ahmedou Bamba S., Ellabib A., El Madkouri A. Numerical study of optimal control domain decomposition for nonlinear boundary heat in the human eye. Journal of Mathematical Modeling. 8 (3), 219–240 (2020).
dc.relation.references[26] Zhang Y., Zhu S. On the choice of interpolation functions used in the dual-reciprocity boundary-element method. Engineering Analysis with Boundary Elements. 13 (4), 387–396 (1994).
dc.relation.references[27] Broyden C. G. The convergence of a class of double-rank minimization algorithms 1. General considerations. IMA Journal of Applied Mathematics. 6 (1), 76–90 (1970).
dc.relation.references[28] Fletcher R. A new approach to variable metric algorithms. The Computer Journal. 13 (3), 317–322 (1970).
dc.relation.references[29] Goldfarb D. A family of variable-metric methods derived by variational means. Mathematics of Computation. 24 (109), 23–26 (1970).
dc.relation.references[30] Shanno D. F. Conditioning of quasi-newton methods for function minimization. Mathematics of Computation. 24 (111), 647–656 (1970).
dc.relation.references[31] Hanke M. A regularizing Levenberg–Marquardt scheme, with applications to inverse groundwater filtration problems. Inverse problems. 13 (1), 79–95 (1997).
dc.relation.references[32] Fletcher R. Practical methods of optimization. John Wiley & Sons (2013).
dc.relation.referencesen[1] Chantasiriwan S. Inverse heat conduction problem of determining time-dependent heat transfer coefficient. International Journal of Heat and Mass Transfer. 42 (23), 4275–4285 (1999).
dc.relation.referencesen[2] Divo E., Kassab A. J., Kapat J. S., Chyu M.-K. Retrieval of multi dimensional heat transfer coefficient distributions using an inverse BEM-based regularized algorithm: numerical and experimental results. Engineering Analysis with Boundary Elements. 29 (2), 150–160 (2005).
dc.relation.referencesen[3] Inglese G. An inverse problem in corrosion detection. Inverse Problems. 13 (4), 977–994 (1997).
dc.relation.referencesen[4] Alessandrini G., Piero L. D., Rondi L. Stable determination of corrosion by a single electrostatic boundary measurement. Inverse Problems. 19 (4), 973–984 (2003).
dc.relation.referencesen[5] Fang W., Cumberbatch E. Inverse problems for metal oxide semiconductor field-effect transistor contact resistivity. SIAM Journal on Applied Mathematics. 52 (3), 699–709 (1992).
dc.relation.referencesen[6] Beck J. V., Osman A. M. Inverse problem for the estimation of time-and-space dependent heat transfer coefficients. Journal of Thermophysics and Heat Transfer. 3 (2), 146–152 (1989).
dc.relation.referencesen[7] Kaup P. G., Santosa F. Nondestructive evaluation of corrosion damage using electrostatic measurements. Journal of Nondestructive Evaluation. 14 (3), 127–136 (1995).
dc.relation.referencesen[8] Chaabane S., Jaoua M. Identification of Robin coefficients by the means of boundary measurements. Inverse Problems. 15 (6), 1425–1438 (1999).
dc.relation.referencesen[9] Choulli M. An inverse problem in corrosion detection: Stability estimates. Journal of Inverse and Ill-Posed Problems. 12 (4), 349–367 (2004).
dc.relation.referencesen[10] Sinsich E. Lipschitz stability for the inverse Robin problem. Inverse Problems. 23 (3), 1311–1326 (2007).
dc.relation.referencesen[11] Alessandrini G., Piero L. D., Rondi L. Stable determination of corrosion by a single electrostatic boundary measurement. Inverse problems. 19 (4), 973–984 (2003).
dc.relation.referencesen[12] Chaabane S., Fellah I., Jaoua M., Leblond J. Logarithmic stability estimates for a Robin coefficient in 2D Laplace inverse problems. Inverse Problems. 20 (1), 47–59 (2004).
dc.relation.referencesen[13] Leblond J., Mahjoub M., Partington J. R. Analytic extensions and Cauchy-type inverse problems on annular domains: stability results. Journal of Inverse and Ill-Posed Problems. 14 (2), 189–204 (2006).
dc.relation.referencesen[14] Alessandrini G., Sincih E. Detection of nonlinear corrosion by electrostatic measurements. Applicable Analysis. 85 (1–3), 107–128 (2006).
dc.relation.referencesen[15] Kabanikhin S. I., Karchevsky A. L. Optimizational method for solving the Cauchy problem for anelliptic equation. Journal of Inverse and Ill-Posed Problems. 3 (1), 21–26 (1995).
dc.relation.referencesen[16] Slodiscka M., Vankeer R. Determination of the convective transfer coefficient in elliptic problems from a nonstandard boundary condition. In: J. Maryska, M. Tuma, J. Sembera (eds) Simulation, modelling, and numerical analysis, SIMONA 2000. 13–20 (2000).
dc.relation.referencesen[17] Fasino D., Inglese G. Stability of the solutions of an inverse problem for Laplace’s equation in a thin strip. Numerical Functional Analysis and Optimization. 22 (5–6), 549–560 (2001).
dc.relation.referencesen[18] Ellabib A., El Madkouri A. A Discontinuous Dual Reciprocity Method in Conjunction with a Regularized Levenberg–Marquardt Method for Source Term Recovery in Inhomogeneous Anisotropic Materials. International Journal of Computational Methods. 17 (10), 2050002 (2020).
dc.relation.referencesen[19] El Madkouri A., Ellabib A. A Preconditioned Krylov Subspace Iterative Methods for Inverse Source Problem by Virtue of a Regularizing LM-DRBEM. International Journal of Applied and Computational Mathematics. 6 (4), 94 (2020).
dc.relation.referencesen[20] El Madkouri A., Ellabib A. Source term identification with discontinuous dual reciprocity approximation and quasi-Newton method from boundary observations. Journal of Computational Mathematics. 39 (3), 311–332 (2020).
dc.relation.referencesen[21] Lions J. L., Magenes E. Non-Homogeneous Boundary Value Problems and Applications. Springer, Berlin (1972).
dc.relation.referencesen[22] Isakov V. Inverse source problems. Vol. 34. American Mathematical Soc. (1990).
dc.relation.referencesen[23] Partridge P. W., Brebbia C. A., Wrobel L. C. The Dual Reciprocity Boundary Element Method. International Series on Computational Engineering. Springer, Dordrecht (1991).
dc.relation.referencesen[24] Ahmedou Bamba S., Ellabib A., El Madkouri A. Simulation of heat distribution in the human eye using discontinuous dual reciprocity boundary element method and non-overlapping domain decomposition approach. Mathematical Modeling and Computing. 7 (1), 1–13 (2020).
dc.relation.referencesen[25] Ahmedou Bamba S., Ellabib A., El Madkouri A. Numerical study of optimal control domain decomposition for nonlinear boundary heat in the human eye. Journal of Mathematical Modeling. 8 (3), 219–240 (2020).
dc.relation.referencesen[26] Zhang Y., Zhu S. On the choice of interpolation functions used in the dual-reciprocity boundary-element method. Engineering Analysis with Boundary Elements. 13 (4), 387–396 (1994).
dc.relation.referencesen[27] Broyden C. G. The convergence of a class of double-rank minimization algorithms 1. General considerations. IMA Journal of Applied Mathematics. 6 (1), 76–90 (1970).
dc.relation.referencesen[28] Fletcher R. A new approach to variable metric algorithms. The Computer Journal. 13 (3), 317–322 (1970).
dc.relation.referencesen[29] Goldfarb D. A family of variable-metric methods derived by variational means. Mathematics of Computation. 24 (109), 23–26 (1970).
dc.relation.referencesen[30] Shanno D. F. Conditioning of quasi-newton methods for function minimization. Mathematics of Computation. 24 (111), 647–656 (1970).
dc.relation.referencesen[31] Hanke M. A regularizing Levenberg–Marquardt scheme, with applications to inverse groundwater filtration problems. Inverse problems. 13 (1), 79–95 (1997).
dc.relation.referencesen[32] Fletcher R. Practical methods of optimization. John Wiley & Sons (2013).
dc.rights.holder© Національний університет “Львівська політехніка”, 2022
dc.subjectметод граничних елементів
dc.subjectрозривна апроксимація взаємності
dc.subjectалгоритм Левенберга–Марквардта
dc.subjectквазі-алгоритми Ньютона
dc.subjectреконструкція параметрів Робіна
dc.subjectboundary element method
dc.subjectdiscontinuous reciprocity approximation
dc.subjectLevenberg–Marquardt algorithm
dc.subjectquasi–Newton algorithms
dc.subjectRobin parameter reconstruction
dc.titleRetrieving the Robin coefficient from single Cauchy data in elliptic systems
dc.title.alternativeОтримання коефіцієнта Робіна з окремих даних Коші в еліптичних системах
dc.typeArticle

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