10–12 May 2023
Gran Sasso Science Institute, L'Aquila
Europe/Rome timezone

Nodal domain count for the graph $p$-Laplacian

Not scheduled
20m
Gran Sasso Science Institute, L'Aquila

Gran Sasso Science Institute, L'Aquila

Via Michele Iacobucci 2, 67100, L'Aquila
Talk

Speaker

Dr Piero Deidda (SNS - GSSI)

Description

The nodal domain count of the graph $p$-Laplacian eigenfunctions allows to relate the $p$-Laplacian eigenvalues to different topological invariants of the graph, i.e. the Cheeger constants and the packing radii of the graph. We prove that the nodal domain count of any eigenfunction can be bounded, both from above and below, in terms of the position of the corresponding eigevalue in the variational spectrum. To this end, we prove that the variational spectrum of the $p$-Laplacian operator on forests exhaust the spectrum, we transfer the Weyl’s inequalities for the Laplacian matrix to the nonlinear $p$-Laplacian and we provide a Perron-Frobenious-like characterization of the first eigenpair of the $p$-Laplacian. Our new results show that the variational $p$-Laplacian eigenvalues on trees equal the Cheeger constants and packing radii of the graph, respectively for $p=1$ and $p=\infty$. Moreover, when applied to the linear case $p=2$, the new results imply well-known properties of the linear Laplacian matrix as well as novel ones.

References:
[1] T. Bhuler, M. Hein, Spectral clustering based on the graph $p$-Laplacian, Proceedings of the 26th Int. Conf. on Machine Learning (2009).
[2] K.C. Chang, Spectrum of the $1$-Laplacian and Cheeger's constant on graphs, Journal of Graph Theory (2016).
[3] K.C. Chang, S. Shao, and D. Zhang, Nodal domains of eigenvectors for
1-Laplacian on graphs, Advances in Mathematics (2017).
[4] F. Tudisco, M. Hein, A nodal domain theorem and a higher-order Cheeger inequality for the graph $p$-Laplacian, Journal of Spectral Theory (2018).
[5] P. Deidda, The graph $p$-Laplacian eigenvalue problem, PhD Thesis (2023).
[6] P. Deidda, M. Putti and F. Tudisco, Nodal domain count for the generalized graph $p$-Laplacian, Applied and Computational Harmonic Analysis (2023).

Primary author

Dr Piero Deidda (SNS - GSSI)

Co-authors

Francesco Tudisco (GSSI) Prof. Mario Putti (University of Padova)

Presentation materials

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