Operators with Singular Continuous Spectrum, Vi. Graph Laplacians and Laplace-beltrami Operators

نویسنده

  • BARRY SIMON
چکیده

Examples are constructed of Laplace-Beltrami operators and graph Laplacians with singular continuous spectrum. In previous papers in this series [6,3,5,2,8], we have explored the occurrence of singular continuous spectrum, particularly for Schrodinger operators and Jacobi matrices. In this note, we'll construct examples of graphs whose Laplacians and Riemannian manifolds whose Laplace-Beltrami operators have singular continuous spectrum. The idea will be to take models with considerable symmetry which reduce to Jacobi matrices or Schrodinger operators, and so reduce these two types of models to known cases. The analysis is simple, almost trivial. However, since these are the first examples I know of graph Laplacians or Laplace-Beltrami operators with singular continuous spectrum, it seems worthwhile to make it explicit. By a graph G = (V, I ) , we will mean a countable set of vertices V and an incidence matrix Iij of zeros and ones obeying (i) I..I . . . 21 3 2 1 Iii = 0. (ii) Ni = {j / Iij = 1) is finite for each i. Let r(i) = #(iVi) = Iij, the j coordination number of r. (iii) sup r(,i) < w. i The graph is called regular if r(i) is a constant. Given a graph G, we can define two bounded operators on &(V) = ( { U ( ~ ) ) ~ ~ T . ? / Received by the editors October 7, 1994. 1991 hfathematzcs Subject Classzficatzon. Primary 47B39. 05C50, 35P05, 58C40. This material is based upon work supported by the National Science Foundation under Grant No. DMS-9101715. The Government has certain rights in this material. 0 1 9 9 6 Barry Simon

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

IMS Lecture Notes–Monograph Series Empirical Graph Laplacian Approximation of Laplace-Beltrami Operators: Large Sample results

Such operators can be viewed as graph laplacians (for a weighted graph with vertices at data points) and they have been used in the machine learning literature to approximate the Laplace-Beltrami operator of M, ∆Mf (divided by the Riemannian volume of the manifold). We prove several results on a.s. and distributional convergence of the deviations ∆hn,nf(p)− 1 |μ|∆Mf(p) for smooth functions f bo...

متن کامل

Data driven estimation of Laplace-Beltrami operator

Approximations of Laplace-Beltrami operators on manifolds through graph Laplacians have become popular tools in data analysis and machine learning. These discretized operators usually depend on bandwidth parameters whose tuning remains a theoretical and practical problem. In this paper, we address this problem for the unnormalized graph Laplacian by establishing an oracle inequality that opens ...

متن کامل

Decay Preserving Operators and Stability of the Essential Spectrum

We establish some criteria for the stability of the essential spectrum for unbounded operators acting in Banach modules. The applications cover operators acting on sections of vector fiber bundles over non-smooth manifolds or locally compact abelian groups, in particular differential operators of any order with complex measurable coefficients on R, singular Dirac operators and Laplace-Beltrami ...

متن کامل

Empirical graph Laplacian approximation of Laplace--Beltrami operators:Large sample results

where K(u) := 1 (4π)d/2 e−‖u‖ /4 is the Gaussian kernel and hn → 0 as n → ∞. Such operators can be viewed as graph laplacians (for a weighted graph with vertices at data points) and they have been used in the machine learning literature to approximate the Laplace-Beltrami operator of M, ∆Mf (divided by the Riemannian volume of the manifold). We prove several results on a.s. and distributional c...

متن کامل

On approximation of the Laplace-Beltrami operator and the Willmore energy of surfaces

Discrete Laplace–Beltrami operators on polyhedral surfaces play an important role for various applications in geometry processing and related areas like physical simulation or computer graphics. While discretizations of the weak Laplace–Beltrami operator are well-studied, less is known about the strong form. We present a principle for constructing strongly consistent discrete Laplace–Beltrami o...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002