Accession Number : ADA140778
Title : Parallel Scaled Givens Rotations for the Solution of Linear Least Squares Problems.
Descriptive Note : Research rept.,
Corporate Author : YALE UNIV NEW HAVEN CT DEPT OF COMPUTER SCIENCE
Personal Author(s) : Barlow,J. L. ; Ipsen,I. C. F.
Report Date : MAR 1984
Pagination or Media Count : 21
Abstract : A class of parallel scaled Givens rotations, to be applied to weighted multiple linear least squares problems, is discussed. In comparison to Fast Givens transformations, properly scaled rotations for weighted problems exhibit the same stability, require fewer divisions, and avoid square roots as well as pivoting. Consequently, with a suitable elimination strategy, the algorithm is amenable to parallel linear-time implementation on systolic arrays in VLSI. Round off error and stability analyses are presented, indicating slightly less accumulation of round off error than known sequential methods. (Author)
Descriptors : *Algorithms, *Least squares method, Linearity, Problem solving, Matrices(Mathematics), Error analysis, Weighting functions, Computations
Subject Categories : Statistics and Probability
Distribution Statement : APPROVED FOR PUBLIC RELEASE