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An [formula omitted]-tensor based iterative scheme for identifying the positive definiteness of multivariate homogeneous forms.

Authors :
Zhang, Kaili
Wang, Yiju
Source :
Journal of Computational & Applied Mathematics. Oct2016, Vol. 305, p1-10. 10p.
Publication Year :
2016

Abstract

Identifying the positive definiteness of an even-order homogeneous multivariate form is an important task due to its wide applications in such as medical imaging and the stability analysis of nonlinear autonomous systems via Lyapunov’s direct method in automatic control and multivariate network realizability analysis. In this paper, based on the equivalence of the positive definiteness of the form to that of the underlying tensor, and the links between the positive definiteness of a tensor with strong H -tensor, we propose an H -tensor based iterative scheme for identifying the positive definiteness of multivariate homogeneous forms. The validity of the iterative scheme is guaranteed theoretically and the given numerical experiments show the efficiency of the scheme. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03770427
Volume :
305
Database :
Academic Search Index
Journal :
Journal of Computational & Applied Mathematics
Publication Type :
Academic Journal
Accession number :
115109874
Full Text :
https://doi.org/10.1016/j.cam.2016.03.025