Association Journal of CSIAM
Supervised by Ministry of Education of PRC
Sponsored by Xi'an Jiaotong University
ISSN 1005-3085  CN 61-1269/O1

Chinese Journal of Engineering Mathematics ›› 2016, Vol. 33 ›› Issue (3): 287-297.doi: 10.3969/j.issn.1005-3085.2016.03.007

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Criteria for $\mathcal{H}$-tensors and its Application

WANG Feng,   SUN De-shu   

  1. College of Science, Guizhou Minzu University, Guiyang 550025
  • Received:2015-03-25 Accepted:2015-09-10 Online:2016-06-15 Published:2016-08-15
  • Supported by:
    The National Natural Science Foundation of China (11361074; 11501141); the Science and Technology Programs of Guizhou Province ([2015]2073); the Foundation of the Education Department of Guizhou Province ([2015]420); the Research Foundation of Guizhou Minzu University (15XRY004).

Abstract:

$\mathcal{H}$-tensors play an important role in the stability study of automatic control systems, polynomial optimization problems, medical image de-noising problems, and so on. But it is not easy to determine whether a given tensor is an $\mathcal{H}$-tensor or not in practice. In this paper, we give some practical criteria for $\mathcal{H}$-tensors by constructing different positive diagonal matrices and applying some techniques of inequalities. As an application, some sufficient conditions for the positive definiteness of an even-order real symmetric tensor are given. Advantages of obtained results are illustrated by numerical examples.

Key words: $\mathcal{H}$-tensors, real symmetric tensors, positive definiteness, irreducible, nonzero elements chain

CLC Number: