<span class="resultTitle"><span class="word">Numerical Linear Algebra and the Applications</span></span>

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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Other Authors: Jbilou, Khalide (Editor), Mitrouli, Marilena (Editor)
Format: Book Chapter
Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
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Online Access:Get Fullteks
DOAB: description of the publication
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020 |a books978-3-0365-2166-4 
020 |a 9783036521657 
020 |a 9783036521664 
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041 0 |a English 
042 |a dc 
072 7 |a KNTX  |2 bicssc 
100 1 |a Jbilou, Khalide  |4 edt 
700 1 |a Mitrouli, Marilena  |4 edt 
700 1 |a Jbilou, Khalide  |4 oth 
700 1 |a Mitrouli, Marilena  |4 oth 
245 1 0 |a <span class="resultTitle"><span class="word">Numerical Linear Algebra and the Applications</span></span> 
260 |a Basel, Switzerland  |b MDPI - Multidisciplinary Digital Publishing Institute  |c 2021 
300 |a 1 electronic resource (126 p.) 
506 0 |a Open Access  |2 star  |f Unrestricted online access 
520 |a 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. 
540 |a Creative Commons  |f https://creativecommons.org/licenses/by/4.0/  |2 cc  |4 https://creativecommons.org/licenses/by/4.0/ 
546 |a English 
650 7 |a Information technology industries  |2 bicssc 
653 |a inverse scattering 
653 |a reciprocity gap functional 
653 |a chiral media 
653 |a mixed boundary conditions 
653 |a non-linear matrix equations 
653 |a perturbation bounds 
653 |a Lyapunov majorants 
653 |a fixed-point principle 
653 |a nonsymmetric differential matrix Riccati equation 
653 |a cosine product 
653 |a Golub-Kahan algorithm 
653 |a Krylov subspaces 
653 |a PCA 
653 |a SVD 
653 |a tensors 
653 |a quadratic form 
653 |a estimates 
653 |a upper bounds 
653 |a networks 
653 |a perron vector 
653 |a power method 
653 |a lanczos method 
653 |a pseudospectra 
653 |a eigenvalues 
653 |a matrix polynomial 
653 |a perturbation 
653 |a Perron root 
653 |a large-scale matrices 
653 |a approximation algorithm 
653 |a high-dimensional 
653 |a minimum norm solution 
653 |a regularisation 
653 |a Tikhonov 
653 |a ℓp-ℓq 
653 |a variable selection 
856 4 0 |a www.oapen.org  |u https://mdpi.com/books/pdfview/book/4606  |7 0  |z Get Fullteks 
856 4 0 |a www.oapen.org  |u https://directory.doabooks.org/handle/20.500.12854/76996  |7 0  |z DOAB: description of the publication