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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| Year of Publication: | 2021 |
| Language: | English |
| Physical Description: | 1 electronic resource (126 p.) |
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Jbilou, Khalide edt Numerical Linear Algebra and the Applications Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021 1 electronic resource (126 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier 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. English Information technology industries bicssc 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 3-0365-2165-8 3-0365-2166-6 Mitrouli, Marilena edt Jbilou, Khalide oth Mitrouli, Marilena oth |
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English |
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Mitrouli, Marilena Jbilou, Khalide Mitrouli, Marilena |
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Mitrouli, Marilena Jbilou, Khalide Mitrouli, Marilena |
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HerausgeberIn Sonstige Sonstige |
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Numerical Linear Algebra and the Applications |
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Numerical Linear Algebra and the Applications |
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Numerical Linear Algebra and the Applications |
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Numerical Linear Algebra and the Applications |
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Numerical Linear Algebra and the Applications |
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Numerical Linear Algebra and the Applications |
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Numerical Linear Algebra and the Applications |
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numerical linear algebra and the applications |
| publisher |
MDPI - Multidisciplinary Digital Publishing Institute |
| publishDate |
2021 |
| physical |
1 electronic resource (126 p.) |
| isbn |
3-0365-2165-8 3-0365-2166-6 |
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