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A structurally backward stable algorithm for solving the indefinite least squares problem with equality constraints

Academic Article
Publication Date:
2015
abstract:
The equality constrained indefinite least squares problem involves the minimization of an indefinite quadratic form subject to a linear equality constraint. In this paper, we study this problem and present a numerical method that is proved to be backward stable in a strict sense, i.e., that the computed solution satisfies a slightly perturbed equality constrained indefinite least squares problem. We also perform a sensitivity analysis of this problem and derive bounds for the accuracy of the computed solution. We give several numerical experiments to illustrate these results.
Iris type:
01.01 Articolo in rivista
Keywords:
indefinite matrices; matrix decomposition; stability; sensitivity; least squares.
List of contributors:
Mastronardi, Nicola
Authors of the University:
MASTRONARDI NICOLA
Handle:
https://iris.cnr.it/handle/20.500.14243/227824
Published in:
IMA JOURNAL OF NUMERICAL ANALYSIS (ONLINE)
Journal
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URL

http://imajna.oxfordjournals.org/content/early/2014/03/19/imanum.dru004.full.pdf+html
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