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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
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:
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
Online Access:ONIX_20220111_9783036521657_828
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