A discrete Gauss-Green identity for unbounded Laplace operators, and the transience of random walks

作者:Jorgensen Palle E T*; Pearse Erin P J
来源:Israel Journal of Mathematics, 2013, 196(1): 113-160.
DOI:10.1007/s11856-012-0165-2

摘要

On a finite network (connected weighted undirected graph), the relationship between the natural Dirichlet form E and the discrete Laplace operator Delta is given by , where the latter is the usual a%26quot;%26quot; (2) inner product. This formula is not generally true for infinite networks; earlier authors have given various conditions under which this formula remains valid. Instead, we extend this formula to arbitrary infinite networks (including the case when Delta is unbounded) by including a new (boundary) term, in parallel with the classical Gauss-Green identity. This tool allows for detailed study of the boundary of the network. We construct a reproducing kernel for the space of functions of finite energy which allows us to specify a dense domain for Delta and give several criteria for the transience of the random walk on the network. The extended Gauss-Green identity and the reproducing kernel also yield a boundary integral representation for harmonic functions of finite energy. The boundary representation is developed further in [24].

  • 出版日期2013-8