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Quasi-Irreducibility of Nonnegative Biquadratic Tensors

  • Liqun Qi
  • , Chunfeng Cui*
  • , Yi Xu
  • *Corresponding author for this work
  • Jiangsu Provincial Scientific Research Center of Applied Mathematics
  • Hong Kong Polytechnic University
  • Southeast University, Nanjing
  • Nanjing Center for Applied Mathematics

Research output: Contribution to journalArticlepeer-review

Abstract

While the adjacency tensor of a bipartite 2-graph is a nonnegative biquadratic tensor, it is inherently reducible. To address this limitation, we introduce the concept of quasi-irreducibility in this paper. The adjacency tensor of a bipartite 2-graph is quasi-irreducible if that bipartite 2-graph is not bi-separable. This new concept reveals important spectral properties: although all M+-eigenvalues are M++-eigenvalues for irreducible nonnegative biquadratic tensors, the M+-eigenvalues of a quasi-irreducible nonnegative biquadratic tensor can be either M0-eigenvalues or M++-eigenvalues. Furthermore, we establish a max-min theorem for the M-spectral radius of a nonnegative biquadratic tensor.

Original languageEnglish
Article number2066
JournalMathematics
Volume13
Issue number13
DOIs
StatePublished - Jul 2025

Keywords

  • M-eigenvalues
  • M-eigenvalues
  • bipartite 2-graphs
  • max-min theorem
  • nonnegative biquadratic tensors
  • quasi-irreducibility

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