FAST DIAGONALIZATION OF LARGE AND DENSE COMPLEX SYMMETRICAL MATRICES,WITH APPLICATIONS TO QUANTUM REACTION DYNAMICS

Authors
Citation
I. Baron et V. Ryaboy, FAST DIAGONALIZATION OF LARGE AND DENSE COMPLEX SYMMETRICAL MATRICES,WITH APPLICATIONS TO QUANTUM REACTION DYNAMICS, SIAM journal on scientific computing, 18(5), 1997, pp. 1412-1435
Citations number
35
Categorie Soggetti
Computer Sciences",Mathematics
ISSN journal
10648275
Volume
18
Issue
5
Year of publication
1997
Pages
1412 - 1435
Database
ISI
SICI code
1064-8275(1997)18:5<1412:FDOLAD>2.0.ZU;2-A
Abstract
We present a new fast and efficient algorithm for computing the eigenv alues and eigenvectors of large-size nondefective complex symmetric ma trices. Our work was motivated by of this problem in recent methods fo r solving chemical reactive problems. The algorithm we present is simi liar to the QR (QL) algorithm for complex Hermitian matrices, but we u se complex orthogonal (not unitary) transformations. The new algorithm is faster by an order of magnitude than the corresponding EISPACK rou tine, and is also more amenable for modern parallel and vector superco mputers. We further present improved perturbation bounds for the House holder transformation, which lies at the basis of the whole transforma tion.