Numerical Linear Algebra Articles

Page 1 of 1 (3 articles)

2/7/2026 • EN

Explains how eigenvalue problems in linear algebra homework are solved backward compared to real-world numerical methods.

Companion Matrix Eigenvalues Numerical Algorithms Numerical Linear Algebra Polynomial Roots

3/30/2022 • EN

Explores the Cholesky factorization algorithm for sparse matrices, detailing its mathematical derivation and computational considerations.

algorithms Cholesky Decomposition matrix factorization Numerical Linear Algebra sparse matrices

3/15/2016 • EN

Explores Hutchinson's randomized trace estimator for efficiently approximating the trace of large matrices, with practical improvements.

Matrix Algebra Numerical Linear Algebra Randomized Algorithms Statistical Computing Trace Estimation

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