Finding the largest eigenvalue of a nonnegative tensor

Kwok Po NG*, Liqun Qi, Guanglu Zhou

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

204 Citations (Scopus)

Abstract

In this paper we propose an iterative method for calculating the largest eigenvalue of an irreducible nonnegative tensor. This method is an extension of a method of Collatz (1942) for calculating the spectral radius of an irreducible nonnegative matrix. Numerical results show that our proposed method is promising. We also apply the method to studying higher-order Markov chains.

Original languageEnglish
Pages (from-to)1090-1099
Number of pages10
JournalSIAM Journal on Matrix Analysis and Applications
Volume31
Issue number3
DOIs
Publication statusPublished - 2009

Scopus Subject Areas

  • Analysis

User-Defined Keywords

  • Higher-order markov chains
  • Iterative method
  • Nonnegative tensor
  • Spectral radius

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