4.7 Article

Dynamic regularization of input estimation problems by explicit block inversion

Journal

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
Volume 195, Issue 44-47, Pages 5877-5890

Publisher

ELSEVIER SCIENCE SA
DOI: 10.1016/j.cma.2005.08.017

Keywords

input estimation; explicit block inversion; Tikhonov regularization; sequential regularization

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Input estimation problems in structural dynamics often lead to solving damped least squares problems. Explicit block inversion algorithms are developed to invert the associated upper block triangular Toeplitz matrix. Moreover, the derived inversion algorithms enable the introduction of a new type of sequential regularization technique. For optimal regularization parameters, it is demonstrated by a numerical example that the solution using the proposed regularization technique has an upper bound equal to zeroth-order Tikhonov regularization. (c) 2006 Elsevier B.V. All rights reserved.

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