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Jacobi-like Matrix Factorizations with CORDIC-based Inexact Diagonalizations

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Title: Jacobi-like Matrix Factorizations with CORDIC-based Inexact Diagonalizations
Author: Hemkumar, Nariankadu D.; Cavallaro, Joseph R.
Type: Conference Paper
Keywords: Jacobi; CORDIC; matrix; SVD; CM5
Citation: N. D. Hemkumar and J. R. Cavallaro,"Jacobi-like Matrix Factorizations with CORDIC-based Inexact Diagonalizations," in SIAM Conference on Applied Linear Algebra, Snowbird,, pp. 295-299.
Abstract: We propose a CORDIC-based Jacobi-like method for parallel computation of the eigenvalues of Hermitian (and real symmetric) matrices and the SVD of real matrices using inexact diagonalizations. It is predicted on the fact that exact diagonalization is not necessary for convergence and the potential increase in computation time due to concomitant linear convergence may be offset by reducing the time to evaluate and appply the inexact diagonalizations. We also present results of experiments on the CM5 to determine convergence behavior.
Date Published: 1994-06-20

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  • ECE Publications [1032 items]
    Publications by Rice University Electrical and Computer Engineering faculty and graduate students