Applications of singular-value decomposition (SVD)

DOI10.1016/j.matcom.2004.05.005zbMath1071.15007OpenAlexW1979107964MaRDI QIDQ1887817

Alkiviadis G. Akritas, Gennadi I. Malaschonok

Publication date: 22 November 2004

Published in: Mathematics and Computers in Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.matcom.2004.05.005

zbMATH Keywords

Applicationslinear least squares problemsAlignerHangerSingular-value decompositionsStretcher

Mathematics Subject Classification ID

Numerical solutions to overdetermined systems, pseudoinverses (65F20) Eigenvalues, singular values, and eigenvectors (15A18)

Related Items (2)

Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE) ⋮ A generalized active subspace for dimension reduction in mixed aleatory-epistemic uncertainty quantification

Uses Software

• Mathematica
• UNCMND
• pchip

Cites Work

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