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Numerical solution of eigenvalue problems by means of a wavelet-based Lanczos decomposition

✍ Scribed by Patrick Fischer


Publisher
John Wiley and Sons
Year
2000
Tongue
English
Weight
456 KB
Volume
77
Category
Article
ISSN
0020-7608

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✦ Synopsis


The simple Lanczos process is very efficient for finding a few extreme eigenvalues of a large symmetric matrix. The main task in each iteration step consists in evaluating a matrix-vector product. It is shown how to apply a fast wavelet-based product in order to speed up computations. Some numerical results are given for three different monodimensional cases: the harmonic oscillator case, the hydrogenlike atoms, and a problem with a pseudo-double-well potential.


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