Computing the nearest diagonally dominant matrix

Citation
M. Mendoza et al., Computing the nearest diagonally dominant matrix, NUM LIN ALG, 5(6), 1998, pp. 461-474
Citations number
30
Categorie Soggetti
Mathematics
Journal title
NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS
ISSN journal
10705325 → ACNP
Volume
5
Issue
6
Year of publication
1998
Pages
461 - 474
Database
ISI
SICI code
1070-5325(199811/12)5:6<461:CTNDDM>2.0.ZU;2-K
Abstract
We solve the problem of minimizing the distance from a given matrix to the set of symmetric and diagonally dominant matrices. First, we characterize t he projection onto the cone of diagonally dominant matrices with positive d iagonal, and then we apply Dykstra's alternating projection algorithm on th is cone and on the subspace of symmetric matrices to obtain the solution. W e discuss implementation details and present encouraging preliminary numeri cal results. (C) 1998 John Wiley & Sons, Ltd.