• The Lanczos algorithm is an iterative method devised by Cornelius Lanczos that is an adaptation of power methods to find the m {\displaystyle m} "most...
    43 KB (8,287 words) - 09:57, 15 May 2024
  • In computer science, the block Lanczos algorithm is an algorithm for finding the nullspace of a matrix over a finite field, using only multiplication...
    2 KB (263 words) - 20:23, 24 October 2023
  • Cornelius (Cornel) Lanczos (Hungarian: Lánczos Kornél, pronounced [ˈlaːnt͡soʃ ˈkorneːl]; born as Kornél Lőwy, until 1906: Löwy (Lőwy) Kornél; February...
    13 KB (1,297 words) - 11:07, 3 November 2024
  • The Cooley–Tukey algorithm, named after J. W. Cooley and John Tukey, is the most common fast Fourier transform (FFT) algorithm. It re-expresses the discrete...
    36 KB (5,397 words) - 03:21, 31 July 2024
  • is designing efficient and stable algorithms for finding the eigenvalues of a matrix. These eigenvalue algorithms may also find eigenvectors. Given an...
    40 KB (4,867 words) - 05:54, 21 December 2024
  • few vectors of the basis the algorithm is building. When applied to Hermitian matrices it reduces to the Lanczos algorithm. The Arnoldi iteration was invented...
    13 KB (1,842 words) - 09:21, 30 May 2024
  • Thumbnail for Lanczos resampling
    Lanczos filtering and Lanczos resampling are two applications of a certain mathematical formula. It can be used as a low-pass filter or used to smoothly...
    12 KB (1,484 words) - 16:56, 18 August 2024
  • ground state for the superblock is obtained via iterative algorithm such as the Lanczos algorithm of matrix diagonalization. Another choice is the Arnoldi...
    20 KB (3,481 words) - 21:32, 18 September 2024
  • well-defined spectral properties, and many numerical algorithms, such as the Lanczos algorithm, exploit these properties for efficient computations....
    20 KB (3,013 words) - 00:55, 10 November 2024
  • Thumbnail for Spectral clustering
    Spectral clustering (category Cluster analysis algorithms)
    manipulating or even computing the similarity matrix), as in the Lanczos algorithm. For large-sized graphs, the second eigenvalue of the (normalized)...
    23 KB (2,933 words) - 07:33, 27 August 2024
  • the case of symmetric matrices, the corresponding variant of the Lanczos algorithm. It is used by many popular numerical computing environments such...
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  • each row of the matrix is almost all zeros. In practice, the block Lanczos algorithm is often used. Also, the size of the factor base must be chosen carefully:...
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  • method, the Lanczos algorithm, Locally Optimal Block Preconditioned Conjugate Gradient Method (LOBPCG), Wiedemann's coordinate recurrence algorithm, and the...
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  • fast-multipole) Eigenvalue algorithms Arnoldi iteration Inverse iteration Jacobi method Lanczos iteration Power iteration QR algorithm Rayleigh quotient iteration...
    71 KB (7,825 words) - 06:05, 21 December 2024
  • symmetric (or Hermitian) matrix to tridiagonal form can be done with the Lanczos algorithm. A tridiagonal matrix is a matrix that is both upper and lower Hessenberg...
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  • Thumbnail for GPUOpen
    image quality: FSR 1 is a spatial upscaler based on or similar to the Lanczos algorithm, requiring an anti-aliased lower resolution image. It also performs...
    32 KB (2,194 words) - 17:53, 12 November 2024
  • Thumbnail for Peter Montgomery (mathematician)
    University of California, Los Angeles. He also invented the block Lanczos algorithm for finding nullspace of a matrix over a finite field, which is very...
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  • Thumbnail for Hubbard model
    finite systems is possible via various methods. One such method, the Lanczos algorithm, can produce static and dynamic properties of the system. Ground state...
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  • Thumbnail for Fast Fourier transform
    A fast Fourier transform (FFT) is an algorithm that computes the Discrete Fourier Transform (DFT) of a sequence, or its inverse (IDFT). A Fourier transform...
    65 KB (7,677 words) - 22:34, 20 December 2024
  • Gamma function: Lanczos approximation Spouge's approximation — modification of Stirling's approximation; easier to apply than Lanczos AGM method — computes...
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  • knowledge extraction and automated hypothesis generation Lanczos bidiagonalization (Lanczos algorithm) in linear algebra Lewy body dementia, an umbrella term...
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  • Thumbnail for Principal component analysis
    per iteration using more advanced matrix-free methods, such as the Lanczos algorithm or the Locally Optimal Block Preconditioned Conjugate Gradient (LOBPCG)...
    114 KB (14,373 words) - 02:30, 21 December 2024
  • manipulating with or even computing the matrix W, as, e.g., in the Lanczos algorithm. Matrix-free methods require only a function that performs a matrix-vector...
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  • LOBPCG (section Algorithm)
    3 {\displaystyle i>3} will be different from that obtained by the Lanczos algorithm, although both approximations will belong to the same Krylov subspace...
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  • principles, for example the Schwinger-Lanczos method combining the variational principle of Schwinger with Lanczos algorithm. In the S-matrix formulation of...
    17 KB (2,563 words) - 16:38, 16 November 2023
  • then to solve the eigenvalue and eigenvector problem we can use the Lanczos algorithm, and if A is non-symmetric, then we can use Arnoldi iteration. Several...
    18 KB (2,507 words) - 03:52, 21 December 2023
  • follows the direction of lowest negative curvature (computed using the Lanczos algorithm) on the PES to reach the saddle point, relaxing in the perpendicular...
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  • Factor base (category Integer factorization algorithms)
    Gaussian elimination; in practice advanced methods like the block Lanczos algorithm are used, that take advantage of certain properties of the system...
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  • better convergence than the QR algorithm.[citation needed] For large Hermitian sparse matrices, the Lanczos algorithm is one example of an efficient iterative...
    102 KB (13,609 words) - 13:41, 19 December 2024
  • thermodynamic limit using the numerical linked cluster expansion. Lanczos algorithm Weiße, Alexander; Fehske, Holger (2008). "Exact Diagonalization Techniques"...
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