Eigenvalues and eigenfunctions of the Laplacian via inverse iteration with shift
| Autor: | Biezuner, Rodney Josué, Ercole, Grey, Giacchini, Breno Loureiro, Martins, Eder Marinho |
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| Rok vydání: | 2010 |
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| Zdroj: | Applied Mathematics and Computation, Volume 219, Issue 1, 15 September 2012, Pages 360-375 |
| Druh dokumentu: | Working Paper |
| DOI: | 10.1016/j.amc.2012.06.025 |
| Popis: | In this paper we present an iterative method, inspired by the inverse iteration with shift technique of finite linear algebra, designed to find the eigenvalues and eigenfunctions of the Laplacian with homogeneous Dirichlet boundary condition for arbitrary bounded domains $\Omega\subset R^{N}$. This method, which has a direct functional analysis approach, does not approximate the eigenvalues of the Laplacian as those of a finite linear operator. It is based on the uniform convergence away from nodal surfaces and can produce a simple and fast algorithm for computing the eigenvalues with minimal computational requirements, instead of using the ubiquitous Rayleigh quotient of finite linear algebra. Also, an alternative expression for the Rayleigh quotient in the associated infinite dimensional Sobolev space which avoids the integration of gradients is introduced and shown to be more efficient. The method can also be used in order to produce the spectral decomposition of any given function $u\in L^{2}(\Omega)$. Comment: In this version the numerical tests in Section 6 were considerably improved and the Section 5 entitled "Normalization at each step" was introduced. Moreover, minor adjustments in the Section 1 (Introduction) and in the Section 7 (Fi nal Comments) were made. Breno Loureiro Giacchini was added as coauthor |
| Databáze: | arXiv |
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