Algebraic properties of generalized graph laplacians: Resistor networks, critical groups, and homological algebra

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Abstract

We propose an algebraic framework for generalized graph Laplacians which unifies the study of resistor networks, the critical group, and the eigenvalues of the Laplacian and adjacency matrices. Given a graph with boundary G together with a generalized Laplacian L with entries in a commutative ring R, we define a generalized critical group ΥR(G, L). We relate ΥR(G, L) to spaces of harmonic functions on the network using the Hom, Tor, and Ext functors of homological algebra. We study how these algebraic objects transform under combinatorial operations on the network (G, L), including harmonic morphisms, layer-stripping, duality, and symmetry. In particular, we use layer-stripping operations from the theory of resistor networks to systematize discrete harmonic continuation. This leads to an algebraic characterization of the graphs with boundary that can be completely layer-stripped, an algorithm for simplifying computation of ΥR(G, L), and upper bounds for the number of invariant factors in the critical group and the multiplicity of Laplacian eigenvalues in terms of geometric quantities.

Original languageEnglish
Pages (from-to)1040-1110
Number of pages71
JournalSIAM Journal on Discrete Mathematics
Volume32
Issue number2
DOIs
Publication statusPublished - 1 Jan 2018
Externally publishedYes

Keywords

  • Critical group
  • Discrete harmonic function
  • Graph Laplacian
  • Homological algebra
  • Layer-stripping
  • Resistor network

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