Numerical Linear Algebra and the Applications

• Autres auteurs: Jbilou, Khalide (Éditeur intellectuel), Mitrouli, Marilena (Éditeur intellectuel)
• Format: Électronique Chapitre de livre
• Langue: anglais
• Publié: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
• Sujets: Information technology industries; 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
• Accès en ligne: DOAB: download the publication; DOAB: description of the publication

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...