English

Oscillation of graph eigenfunctions

Spectral Theory 2025-07-31 v1

Abstract

An oscillation formula is established for the kk-th eigenvector (assumed to be simple and with non-zero entries) of a weighted graph operator. The formula directly attributes the number of sign changes exceeding k1k-1 to the cycles in the graph, by identifying it as the Morse index of a weighted cycle intersection form introduced in the text. Two proofs are provided for the main result. Additionally, it is related to the nodal--magnetic theorem of Berkolaiko and Colin de Verdi\`ere and to a similar identity of Bronski, DeVille and Ferguson obtained for the linearization of coupled oscillator network equations around a known solution.

Keywords

Cite

@article{arxiv.2507.22200,
  title  = {Oscillation of graph eigenfunctions},
  author = {Gregory Berkolaiko and Jared C. Bronski and Mark Goresky},
  journal= {arXiv preprint arXiv:2507.22200},
  year   = {2025}
}

Comments

19 pages, 6 figures

R2 v1 2026-07-01T04:24:51.369Z