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Article type: Research Article
Authors: Guo, Hua
Affiliations: Department of Chemistry, University of New Mexico, Albuquerque, New Mexico 87131, USA. hguo@unm.edu, Telephone: 505 277 1716, Fax: 505 277 2609
Abstract: The Lanczos algorithm is a simple and accurate recursive scheme to determine eigenvalues of a large real-symmetric or Hermitian matrix. Because of its reliance on a three-term recursion relation based on matrix-vector multiplication, the Lanczos algorithm does not alter the Hamiltonian matrix and scales favorably with the dimension of the problem. It is, however, more difficult to obtain the corresponding eigenfunctions, particularly for large dimensional problems. In this review, we discuss several efficient Lanczos-based schemes to directly obtain useful scalar spectroscopic properties without explicitly calculating eigenfunctions.
Keywords: Lanczos algorithm, recursive diagonalization, eigenvalue problems, molecular spectroscopy
DOI: 10.3233/JCM-2001-12-307
Journal: Journal of Computational Methods in Sciences and Engineering, vol. 1, no. 2-3, pp. 251-265, 2001
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