A potential theory on weighted graphs

Fuente: arXiv
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Autores principales: DeGiovanni, Trent, Vasquez, Fernando Guevara
Formato: Preprint
Publicado: 2024
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author DeGiovanni, Trent
Vasquez, Fernando Guevara
author_facet DeGiovanni, Trent
Vasquez, Fernando Guevara
contents We present an analog to classic potential theory on weighted graphs. With nodes partitioned into exterior, boundary and interior nodes and an appropriate decomposition of the Laplacian, we define discrete analogues to the trace operators, the single and double layer potential operators, and the boundary layer operators. As in the continuum, these operators can represent exterior or interior harmonic functions with different boundary conditions. The formalism we introduce includes a discrete Calderón calculus and brings some well known results from potential theory to weighted graphs, e.g. on the spectrum of the Neumann-Poincaré operator. We illustrate the formalism with a cloaking strategy on weighted graphs which allows to hide an anomaly from the perspective of electrical measurements made away from the anomaly.
format Preprint
id arxiv_https___arxiv_org_abs_2405_07961
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle A potential theory on weighted graphs
DeGiovanni, Trent
Vasquez, Fernando Guevara
Probability
Numerical Analysis
31C20, 65M80, 31B10
We present an analog to classic potential theory on weighted graphs. With nodes partitioned into exterior, boundary and interior nodes and an appropriate decomposition of the Laplacian, we define discrete analogues to the trace operators, the single and double layer potential operators, and the boundary layer operators. As in the continuum, these operators can represent exterior or interior harmonic functions with different boundary conditions. The formalism we introduce includes a discrete Calderón calculus and brings some well known results from potential theory to weighted graphs, e.g. on the spectrum of the Neumann-Poincaré operator. We illustrate the formalism with a cloaking strategy on weighted graphs which allows to hide an anomaly from the perspective of electrical measurements made away from the anomaly.
title A potential theory on weighted graphs
topic Probability
Numerical Analysis
31C20, 65M80, 31B10
url https://arxiv.org/abs/2405.07961