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Started by aubrey mcintosh
Wed, 30 Dec 1992 19:36
Eigenvectors by orthogonalization of columns.
Author: aubrey mcintosh
Date: Wed, 30 Dec 1992 19:36
Date: Wed, 30 Dec 1992 19:36
34 lines
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2386 bytes
In "Computational Methods of Linear Algebra," by D.K. Faddeev and V.N. Faddeeva, translated by Robert C. Williams, W. H. Freeman and Company, original publication date 1960, some methods for eigenvalue/eigenvector calculations are given. In particular, the method of minimal iterations is given, along with a method of orthogonalization of columns method. I want to pursue the calculation of eigenvectors from the orthogonalization of columns method, but I haven't worked out the polynomials that would correspond to this. A similar orthogonalization of rows method is cited as Johann Schroeder, Arch. Math., 1953, 4, 322-326. My German isn't fluent, but I think this article should have cited with an earlier chapter. I remain unenlightened after viewing it. Many of the references in this book are in the mid to late 50's, e.g. this was an active area of research at publication time. One name that I recognized was J.L.Synge. So I presume that more work is being done. I'm wondering if there is more recent literature that someone could refer me to, or if someone has the polynomials worked out. I'm somewhat excited about this, because the initial orthogonalization with pivoting has yielded essentially the correct eigenvalue and eigenvector spectrum of a 108x108 correlation matrix from some of my lab data, with only a trivial amount of computation time. Although I could code an iterative method today to refine these initial values, I would like to investigate an exact method. I'm looking for real-time with a 650x650 on a PC box... -- Aubrey McIntosh / Chemistry / University of Texas / Austin, TX 78712 ..another Gaelic learner...
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