Numerical linear algebra, sometimes called applied linear algebra, is the study of how matrix operations can be used to create computer algorithms which...
20 KB (2,766 words) - 12:28, 27 March 2025
Basic Linear Algebra Subprograms (BLAS) is a specification that prescribes a set of low-level routines for performing common linear algebra operations...
36 KB (3,917 words) - 09:17, 27 May 2025
Linear algebra is the branch of mathematics concerning linear equations such as a 1 x 1 + ⋯ + a n x n = b , {\displaystyle a_{1}x_{1}+\cdots +a_{n}x_{n}=b...
67 KB (7,974 words) - 09:17, 16 May 2025
Bau, David III (1997), Numerical Linear Algebra, SIAM, ISBN 978-0-89871-361-9. Wikibooks has a book on the topic of: Linear Algebra/Null Spaces "Kernel of...
24 KB (3,724 words) - 14:30, 6 May 2025
of numerical linear algebra, and play a prominent role in engineering, physics, chemistry, computer science, and economics. A system of non-linear equations...
36 KB (5,636 words) - 00:10, 4 February 2025
provide a comparison of linear algebra software libraries, either specialized or general purpose libraries with significant linear algebra coverage. Matrix types...
10 KB (331 words) - 11:55, 18 March 2025
ALGLIB is an open source / commercial numerical analysis library with C++ version Armadillo is a C++ linear algebra library (matrix and vector maths), aiming...
24 KB (2,794 words) - 08:11, 25 May 2025
numerical linear algebra, and another is algorithms for solving ordinary and partial differential equations by discrete approximation. In numerical linear...
12 KB (1,553 words) - 19:15, 21 April 2025
LAPACK (redirect from Linear Algebra Package)
LAPACK ("Linear Algebra Package") is a standard software library for numerical linear algebra. It provides routines for solving systems of linear equations...
14 KB (1,105 words) - 15:49, 13 March 2025
Orthogonal matrix (section Numerical linear algebra)
In linear algebra, an orthogonal matrix, or orthonormal matrix, is a real square matrix whose columns and rows are orthonormal vectors. One way to express...
36 KB (4,802 words) - 21:06, 14 April 2025
mechanics (predicting the motions of planets, stars and galaxies), numerical linear algebra in data analysis, and stochastic differential equations and Markov...
39 KB (3,919 words) - 15:17, 22 April 2025
involving π Numerical linear algebra — study of numerical algorithms for linear algebra problems Types of matrices appearing in numerical analysis: Sparse...
70 KB (8,335 words) - 20:20, 17 April 2025
JAMA is a software library for performing numerical linear algebra tasks created at National Institute of Standards and Technology in 1998 similar in functionality...
3 KB (245 words) - 13:34, 10 March 2024
Incomplete LU factorization (category Numerical linear algebra)
In numerical linear algebra, an incomplete LU factorization (abbreviated as ILU) of a matrix is a sparse approximation of the LU factorization often used...
5 KB (872 words) - 19:00, 2 January 2025
Moore–Penrose inverse (category Numerical linear algebra)
In mathematics, and in particular linear algebra, the Moore–Penrose inverse A + {\displaystyle A^{+}} of a matrix A {\displaystyle A} , often called...
47 KB (7,644 words) - 15:51, 13 April 2025
In linear algebra, the rank of a matrix A is the dimension of the vector space generated (or spanned) by its columns. This corresponds to the maximal number...
29 KB (4,416 words) - 23:46, 28 March 2025
Arnoldi iteration (category Numerical linear algebra)
In numerical linear algebra, the Arnoldi iteration is an eigenvalue algorithm and an important example of an iterative method. Arnoldi finds an approximation...
13 KB (1,842 words) - 09:21, 30 May 2024
Inverse iteration (category Numerical linear algebra)
und Mechanik 1, 28-42 (1921). Demmel, James W. (1997), Applied Numerical Linear Algebra, Philadelphia, PA: Society for Industrial and Applied Mathematics...
12 KB (2,055 words) - 04:26, 30 November 2023
Symmetric matrix (redirect from Symmetric linear transformation)
In linear algebra, a symmetric matrix is a square matrix that is equal to its transpose. Formally, A is symmetric ⟺ A = A T . {\displaystyle A{\text{...
17 KB (2,812 words) - 21:08, 14 April 2025
LU decomposition (category Numerical linear algebra)
In numerical analysis and linear algebra, lower–upper (LU) decomposition or factorization factors a matrix as the product of a lower triangular matrix...
54 KB (8,617 words) - 01:38, 24 May 2025
MATLAB (category Numerical linear algebra)
MATLAB's initial linear algebra programming in 1967 with his one-time thesis advisor, George Forsythe. This was followed by Fortran code for linear equations...
40 KB (3,033 words) - 13:24, 23 May 2025
Association for Computing Machinery (ACM), for his contributions in numerical linear algebra, computational science, parallel computing, and random matrix theory...
8 KB (763 words) - 07:37, 13 September 2024
Rayleigh quotient iteration (category Numerical linear algebra)
David Bau, III, Numerical Linear Algebra, Society for Industrial and Applied Mathematics, 1997. ISBN 0-89871-361-7. Rainer Kress, "Numerical Analysis", Springer...
5 KB (816 words) - 15:33, 18 February 2025
Gaussian elimination (category Numerical linear algebra)
Lipschutz, Seymour (2001), Schaum's outline of theory and problems of linear algebra, New York: McGraw-Hill, pp. 69–80, ISBN 978-0-07-136200-9 Press, WH;...
33 KB (4,369 words) - 01:17, 19 May 2025
matrix storage formats Basic linear algebra operations for dense and sparse matrices Parallel iterative methods for linear equations and eigenvalue problems...
9 KB (665 words) - 23:06, 29 December 2024
Basis function (category Numerical linear algebra)
nx)\mid n\in \mathbb {N} \}\cup \{1\}} forms a basis for L2[0,1]. Basis (linear algebra) (Hamel basis) Schauder basis (in a Banach space) Dual basis Biorthogonal...
3 KB (336 words) - 02:35, 22 July 2022
functional analysis, a branch of mathematics, an operator algebra is an algebra of continuous linear operators on a topological vector space, with the multiplication...
5 KB (545 words) - 13:58, 27 September 2024
QR algorithm (category Numerical linear algebra)
In numerical linear algebra, the QR algorithm or QR iteration is an eigenvalue algorithm: that is, a procedure to calculate the eigenvalues and eigenvectors...
27 KB (4,226 words) - 04:59, 24 April 2025
Numerical methods for linear least squares entails the numerical analysis of linear least squares problems. A general approach to the least squares problem...
10 KB (1,526 words) - 14:55, 1 December 2024
Convolution (redirect from Linear convolution)
Generalizations of convolution have applications in the field of numerical analysis and numerical linear algebra, and in the design and implementation of finite impulse...
67 KB (8,819 words) - 15:20, 10 May 2025