Numerical Linear Algebra and the Applications
Numerical linear algebra is a very important topic in mathematics and has important recent applications in deep learning, machine learning, image processing, applied statistics, artificial intelligence and other interesting modern applications in many fields. The purpose of this Special Issue in Mat...
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| Format: | Online |
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| Jezik: | angleščina |
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MDPI - Multidisciplinary Digital Publishing Institute
2022
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| Teme: | |
| Online dostop: | ONIX_20220111_9783036521657_828 |
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| _version_ | 1869521524416839680 |
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| collection | Directory of Open Access Books |
| description | Numerical linear algebra is a very important topic in mathematics and has important recent applications in deep learning, machine learning, image processing, applied statistics, artificial intelligence and other interesting modern applications in many fields. The purpose of this Special Issue in Mathematics is to present the latest contributions and recent developments in numerical linear algebra and applications in different real domains. We invite authors to submit original and new papers and high-quality reviews related to the following topics: applied linear algebra, linear and nonlinear systems of equations, large matrix equations, numerical tensor problems with applications, ill-posed problems and image processing, linear algebra and applied statistics, model reduction in dynamic systems, and other related subjects. The submitted papers will be reviewed in line with the traditional submission process. This Special Issue will be dedicated to the inspired mathematician Constantin Petridi, who has devoted his life to mathematics. |
| format | Online |
| id | doab-20.500.12854ir-76996 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-769962024-03-30T12:51:08Z Numerical Linear Algebra and the Applications Jbilou, Khalide Mitrouli, Marilena inverse scattering reciprocity gap functional chiral media mixed boundary conditions non-linear matrix equations perturbation bounds Lyapunov majorants fixed-point principle nonsymmetric differential matrix Riccati equation cosine product Golub–Kahan algorithm Krylov subspaces PCA SVD tensors quadratic form estimates upper bounds networks perron vector power method lanczos method pseudospectra eigenvalues matrix polynomial perturbation Perron root large-scale matrices approximation algorithm high-dimensional minimum norm solution regularisation Tikhonov ℓp-ℓq variable selection thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries Numerical linear algebra is a very important topic in mathematics and has important recent applications in deep learning, machine learning, image processing, applied statistics, artificial intelligence and other interesting modern applications in many fields. The purpose of this Special Issue in Mathematics is to present the latest contributions and recent developments in numerical linear algebra and applications in different real domains. We invite authors to submit original and new papers and high-quality reviews related to the following topics: applied linear algebra, linear and nonlinear systems of equations, large matrix equations, numerical tensor problems with applications, ill-posed problems and image processing, linear algebra and applied statistics, model reduction in dynamic systems, and other related subjects. The submitted papers will be reviewed in line with the traditional submission process. This Special Issue will be dedicated to the inspired mathematician Constantin Petridi, who has devoted his life to mathematics. 2022-01-11T13:48:46Z 2022-01-11T13:48:46Z 2021 book ONIX_20220111_9783036521657_828 9783036521657 9783036521664 https://directory.doabooks.org/handle/20.500.12854/76996 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/4606 https://mdpi.com/books/pdfview/book/4606 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-2166-4 10.3390/books978-3-0365-2166-4 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036521657 9783036521664 126 Basel, Switzerland open access |
| spellingShingle | inverse scattering reciprocity gap functional chiral media mixed boundary conditions non-linear matrix equations perturbation bounds Lyapunov majorants fixed-point principle nonsymmetric differential matrix Riccati equation cosine product Golub–Kahan algorithm Krylov subspaces PCA SVD tensors quadratic form estimates upper bounds networks perron vector power method lanczos method pseudospectra eigenvalues matrix polynomial perturbation Perron root large-scale matrices approximation algorithm high-dimensional minimum norm solution regularisation Tikhonov ℓp-ℓq variable selection thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries Numerical Linear Algebra and the Applications |
| title | Numerical Linear Algebra and the Applications |
| title_full | Numerical Linear Algebra and the Applications |
| title_fullStr | Numerical Linear Algebra and the Applications |
| title_full_unstemmed | Numerical Linear Algebra and the Applications |
| title_short | Numerical Linear Algebra and the Applications |
| title_sort | numerical linear algebra and the applications |
| topic | inverse scattering reciprocity gap functional chiral media mixed boundary conditions non-linear matrix equations perturbation bounds Lyapunov majorants fixed-point principle nonsymmetric differential matrix Riccati equation cosine product Golub–Kahan algorithm Krylov subspaces PCA SVD tensors quadratic form estimates upper bounds networks perron vector power method lanczos method pseudospectra eigenvalues matrix polynomial perturbation Perron root large-scale matrices approximation algorithm high-dimensional minimum norm solution regularisation Tikhonov ℓp-ℓq variable selection thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries |
| topic_facet | inverse scattering reciprocity gap functional chiral media mixed boundary conditions non-linear matrix equations perturbation bounds Lyapunov majorants fixed-point principle nonsymmetric differential matrix Riccati equation cosine product Golub–Kahan algorithm Krylov subspaces PCA SVD tensors quadratic form estimates upper bounds networks perron vector power method lanczos method pseudospectra eigenvalues matrix polynomial perturbation Perron root large-scale matrices approximation algorithm high-dimensional minimum norm solution regularisation Tikhonov ℓp-ℓq variable selection thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries |
| url | ONIX_20220111_9783036521657_828 |