English

Multi-way dual Cheeger constants and spectral bounds of graphs

Spectral Theory 2014-10-14 v3 Combinatorics Probability

Abstract

We introduce a set of multi-way dual Cheeger constants and prove universal higher-order dual Cheeger inequalities for eigenvalues of normalized Laplace operators on weighted finite graphs. Our proof proposes a new spectral clustering phenomenon deduced from metrics on real projective spaces. We further extend those results to a general reversible Markov operator and find applications in characterizing its essential spectrum.

Keywords

Cite

@article{arxiv.1401.3147,
  title  = {Multi-way dual Cheeger constants and spectral bounds of graphs},
  author = {Shiping Liu},
  journal= {arXiv preprint arXiv:1401.3147},
  year   = {2014}
}

Comments

30 pages, 1 figure, revised; Theorem 6.4 added. Comments are welcome