Further results on eigenvalues of symmetric decomposable tensors from multilinear dynamical systems

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Author(s)

  • Haibin Chen
  • Mengzhen Li
  • Hong Yan
  • Guanglu Zhou

Related Research Unit(s)

Detail(s)

Original languageEnglish
Article number107980
Journal / PublicationApplied Mathematics Letters
Volume129
Online published11 Feb 2022
Publication statusPublished - Jul 2022

Abstract

Eigenvalues of tensors play a crucial role in many practical problems. In this paper, we present several new properties on eigenvalues of symmetric decomposable tensors from multilinear dynamical systems. Under orthonormal conditions, we provide a new proof for a conjecture such that the spectral radius of an orthogonal decomposable tensor is included in its coefficients. Moreover, if there is a generating vector orthogonal to other generating vectors for a symmetric decomposable tensor, it is proved that the vector is an eigenvector of the tensor. As an application of the conjecture, a sufficient region is given to guarantee the asymptotically stability of the multilinear system and numerical example verifies its performance.

Research Area(s)

  • Eigenvalue, Multilinear dynamical systems, Orthogonal decomposable tensor, Symmetric decomposable tensor