Talk by James Kennedy
On August 15th, 2023, James Kennedy (University of Lisbon) gave a talk about "New results on spectral minimal partitions of metric graphs" as part of the research seminar Analysis of the FernUniversität in Hagen. This lecture is partially supported by the COST action Mathematical models for interacting dynamics on networks.
Abstract
Spectral minimal partitions (SMPs) offer a way of dividing a given object (domain, manifold or graph) into a given number of pieces in an ”analytically optimal“ way: typically, one attempts to minimise an energy functional defined on all k-partitions built out of some norm of (say) the first Dirichlet Laplacian eigenvalue on each piece. After giving a brief overview of SMPs in the particular context of metric graphs, we will give two new results for metric graphs that should also hold, mutatis mutandis, on domains (but whose proofs would be much harder).
First, we will discuss the problem of partitioning an unbounded graph, possibly equipped with an underlying potential. The existence or non-existence of a minimising k-partition, for given k, is closely related to the infimum of the essential spectrum of the operator on the whole graph, and in particular whether there exists a ”test“k-partition of energy below this infimum. This directly parallels min-max-type principles for discrete eigenvalues of the operator at energies below its essential spectrum.
Second, we will introduce partitions of compact graphs based on Robin Laplacian-type first eigenvalues, where a Robin parameter α > 0 is imposed at all boundary points between partition pieces; α = ∞ corresponds, formally, to the Dirichlet case. But as α → 0, the minimal partition energies, suitably normalised, converge to the purely geometric k-Cheeger constant of the graph; and, up to a subsequence, the minimising partitions also converge in a natural Hausdorff sense to a k-Cheeger cut of the graph.
This talk will be based on several past and ongoing projects with multiple different co-authors: Pavel Kurasov, Corentin Léna and Delio Mugnolo; Matthias Hofmann and Andrea Serio; and Joao Ribeiro.