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  2. Rayleigh–Ritz method - Wikipedia

    en.wikipedia.org/wiki/RayleighRitz_method

    The RayleighRitz method is a direct numerical method of approximating eigenvalues, originated in the context of solving ... Rayleigh quotient. For example, ...

  3. Calculus of variations - Wikipedia

    en.wikipedia.org/wiki/Calculus_of_Variations

    This variational characterization of eigenvalues leads to the RayleighRitz method: choose an approximating as a linear combination of basis functions (for example trigonometric functions) and carry out a finite-dimensional minimization among such linear combinations. This method is often surprisingly accurate.

  4. Variational principle - Wikipedia

    en.wikipedia.org/wiki/Variational_principle

    The RayleighRitz method for solving boundary-value problems in elasticity and wave propagation; Fermat's principle in geometrical optics; Hamilton's principle in classical mechanics; Maupertuis' principle in classical mechanics; The principle of least action in mechanics, electromagnetic theory, and quantum mechanics; The variational method ...

  5. Eigenvalue perturbation - Wikipedia

    en.wikipedia.org/wiki/Eigenvalue_perturbation

    They are useful when we use the Galerkin method or Rayleigh-Ritz method to find approximate solutions of partial differential equations modeling vibrations of structures such as strings and plates; the paper of Courant (1943) [2] is fundamental. The Finite element method is a widespread particular case.

  6. Arnoldi iteration - Wikipedia

    en.wikipedia.org/wiki/Arnoldi_iteration

    This is an example of the Rayleigh-Ritz method. It is often observed in practice that some of the Ritz eigenvalues converge to eigenvalues of A. Since H n is n-by-n, it has at most n eigenvalues, and not all eigenvalues of A can be approximated. Typically, the Ritz eigenvalues converge to the largest eigenvalues of A.

  7. Walther Ritz - Wikipedia

    en.wikipedia.org/wiki/Walther_Ritz

    In 1909 Ritz developed a direct method to find an approximate solution for boundary value problems. It converts the often insoluble differential equation into the solution of a matrix equation. It is a theoretical preparatory work for the finite element method (FEM). This method is also known as Ritz's variation principle and the Rayleigh-Ritz ...

  8. Sturm–Liouville theory - Wikipedia

    en.wikipedia.org/wiki/Sturm–Liouville_theory

    The Sturm–Liouville differential equation with boundary conditions may be solved analytically, which can be exact or provide an approximation, by the RayleighRitz method, or by the matrix-variational method of Gerck et al. [1] [2] [3] Numerically, a variety of methods are also available.

  9. LOBPCG - Wikipedia

    en.wikipedia.org/wiki/LOBPCG

    The Rayleigh-Ritz procedures in these runs only need to solve a set of 3 × 3 projected eigenvalue problems. The global Rayleigh-Ritz procedure for all desired eigenpairs is only applied periodically at the end of a fixed number of unblocked LOBPCG iterations. Such modifications may be less robust compared to the original LOBPCG.