TY  - GEN
AU  - Jbilou,Khalide
AU  - Mitrouli,Marilena
AU  - Jbilou,Khalide
AU  - Mitrouli,Marilena
TI  - Numerical Linear Algebra and the Applications
SN  - books978-3-0365-2166-4
PY  - 2021///
CY  - Basel, Switzerland
PB  - MDPI - Multidisciplinary Digital Publishing Institute
KW  - Information technology industries
KW  - bicssc
KW  - inverse scattering
KW  - reciprocity gap functional
KW  - chiral media
KW  - mixed boundary conditions
KW  - non-linear matrix equations
KW  - perturbation bounds
KW  - Lyapunov majorants
KW  - fixed-point principle
KW  - nonsymmetric differential matrix Riccati equation
KW  - cosine product
KW  - Golub-Kahan algorithm
KW  - Krylov subspaces
KW  - PCA
KW  - SVD
KW  - tensors
KW  - quadratic form
KW  - estimates
KW  - upper bounds
KW  - networks
KW  - perron vector
KW  - power method
KW  - lanczos method
KW  - pseudospectra
KW  - eigenvalues
KW  - matrix polynomial
KW  - perturbation
KW  - Perron root
KW  - large-scale matrices
KW  - approximation algorithm
KW  - high-dimensional
KW  - minimum norm solution
KW  - regularisation
KW  - Tikhonov
KW  - ℓp-ℓq
KW  - variable selection
N1  - Open Access
N2  - 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
UR  - https://mdpi.com/books/pdfview/book/4606
UR  - https://directory.doabooks.org/handle/20.500.12854/76996
ER  -