English

Nonlinear Evolution Equation Associated with Hypergraph Laplacian

Analysis of PDEs 2022-04-26 v2 Classical Analysis and ODEs

Abstract

Let VV be a finite set, E2VE \subset 2^{V} be a set of hyperedges, and w:E(0,)w : E \to (0, \infty) be an edge weight. On the (wighted) hypergraph G=(V,E,w)G = (V ,E ,w ), we can define a multivalued nonlinear operator LG,pL_{G,p} (p[1,)p \in [1 ,\infty )) as the subdifferential of a convex function on RV\mathbb{R} ^V , which is called "hypergraph pp-Laplacian." In this article, we first introduce an inequality for this operator LG,pL_{G,p} which resembles the Poincar\'{e}-Wirtinger inequality in PDEs. Next we consider an ordinary differential equation on RV\mathbb{R} ^V governed by LG,pL_{G,p}, which is referred as "heat" equation on the hypergraph and used to study the geometric structure of graph in recent researches. With the aid of the Poincar\'{e}-Wirtinger type inequality, we can discuss the existence and the large time behavior of solutions to the ODE by procedures similar to those for the standard heat equation in PDEs with the zero Neumann boundary condition.

Keywords

Cite

@article{arxiv.2107.14693,
  title  = {Nonlinear Evolution Equation Associated with Hypergraph Laplacian},
  author = {Masahiro Ikeda and Shun Uchida},
  journal= {arXiv preprint arXiv:2107.14693},
  year   = {2022}
}

Comments

20 pages, no figure

R2 v1 2026-06-24T04:41:37.049Z