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Block LU decomposition information


In linear algebra, a Block LU decomposition is a matrix decomposition of a block matrix into a lower block triangular matrix L and an upper block triangular matrix U. This decomposition is used in numerical analysis to reduce the complexity of the block matrix formula.

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Block LU decomposition

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linear algebra, a Block LU decomposition is a matrix decomposition of a block matrix into a lower block triangular matrix L and an upper block triangular matrix...

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LU decomposition

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SolveLinearSystem(LU, B) A * x Block LU decomposition Bruhat decomposition Cholesky decomposition Crout matrix decomposition Incomplete LU factorization LU Reduction...

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Matrix decomposition

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A\mathbf {x} =\mathbf {b} } , the matrix A can be decomposed via the LU decomposition. The LU decomposition factorizes a matrix into a lower triangular matrix...

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Cholesky decomposition

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Cholesky decomposition is roughly twice as efficient as the LU decomposition for solving systems of linear equations. The Cholesky decomposition of a Hermitian...

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Block matrix

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operations to block tridiagonal matrices (see also Block LU decomposition). A matrix A {\displaystyle A} is upper block triangular (or block upper triangular)...

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Computational complexity of matrix multiplication

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a true LU decomposition of the original matrix. The argument applies also for the determinant, since it results from the block LU decomposition that det...

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List of numerical analysis topics

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result of a multiplication Matrix decompositions: LU decomposition — lower triangular times upper triangular QR decomposition — orthogonal matrix times triangular...

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Symplectic matrix

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This decomposition is closely related to the singular value decomposition of a matrix and is known as an 'Euler' or 'Bloch-Messiah' decomposition. If instead...

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Outline of linear algebra

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Hankel matrix (0,1)-matrix Matrix decomposition Cholesky decomposition LU decomposition QR decomposition Polar decomposition Reducing subspace Spectral theorem...

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Triangular matrix

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easier to solve, they are very important in numerical analysis. By the LU decomposition algorithm, an invertible matrix may be written as the product of a...

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Invertible matrix

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out the transmitted information. Binomial inverse theorem LU decomposition Matrix decomposition Matrix square root Minor (linear algebra) Partial inverse...

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Efficient Java Matrix Library

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... ) Linear Solvers (linear, least squares, incremental, ... ) Decompositions (LU, QR, Cholesky, SVD, Eigenvalue, ...) Matrix Features (rank, symmetric...

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Definite matrix

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{\displaystyle M^{\frac {1}{2}}} for any such decomposition, or specifically for the Cholesky decomposition, or any decomposition of the form   M = B B   ; {\displaystyle...

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Toeplitz matrix

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decomposed (i.e. factored) in O ( n 2 ) {\displaystyle O(n^{2})} time. The Bareiss algorithm for an LU decomposition is stable. An LU decomposition gives...

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Lanthanide

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decreases in size successively from LaB4 to LuB4. The tetraborides of the lighter lanthanides melt with decomposition to LnB6. Attempts to make EuB4 have failed...

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NBench

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- A relatively new block cipher algorithm. Neural Net - A small but functional back-propagation network simulator. LU Decomposition - A robust algorithm...

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Determinant

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are referred to as decomposition methods. Examples include the LU decomposition, the QR decomposition or the Cholesky decomposition (for positive definite...

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LAPACK

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value decomposition. It also includes routines to implement the associated matrix factorizations such as LU, QR, Cholesky and Schur decomposition. LAPACK...

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TBARS

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is one of several low-molecular-weight end products formed via the decomposition of certain primary and secondary lipid peroxidation products. However...

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Unicode character property

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are displayed in the following order: [code];[name];[gc];[cc];[bc];[decomposition];[nv-dec];[nv-dig];[nv-num];[bm];[alias];;[upper case];[lower case];[title...

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Universal Character Set characters

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subset of that range. Unicode adds a block property to UCS that further divides each plane into separate blocks. Each block is a grouping of characters by their...

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Fa Ziying and Lao Rongzhi

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transport vehicle. The bodies of Yin and Lu were located on 27 July, when neighbours noticed the smell of Yin's decomposing corpse and had the landlord open the...

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Hybrid material

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properties. Many natural materials consist of inorganic and organic building blocks distributed on the nanoscale. In most cases the inorganic part provides...

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Janus particles

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the decomposition of hydrogen peroxide (H2O2). The platinum particle catalyzes the surface chemical reaction: 2H2O2 → O2 + 2H2O. The decomposition of hydrogen...

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Triphenyl phosphate

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thermal decomposition, phosphoric acid is formed. This reacts to form pyrophosphoric acid, which, when in its condensed phase, acts to block heat transfer...

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Filter bank

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them into a modified version of the original signal. The process of decomposition performed by the filter bank is called analysis (meaning analysis of...

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Gaussian elimination

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Frobenius matrix. Then the first part of the algorithm computes an LU decomposition, while the second part writes the original matrix as the product of...

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