Department of Mathematics,
University of California San Diego
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Colloquium
Laszlo Lovasz
Microsoft Research
Discrete Analytic Functions and Global Information from Local Observation
Abstract:
We observe a certain random process on a graph "locally", i.e., in theneighborhood of a node, and would like to derive information about"global" properties of the graph. For example, what can we know about agraph based on observing the returns of a random walk to a given node?This can be considered as a discrete version of "Can you hear the shapeof a drum?"Our main result concerns a graph embedded in an orientable surface withgenus g, and a process, consisting of random excitations of edges andrandom balancing around nodes and faces. It is shown that by observingthe process locally in a "small" neighborhood of any node sufficiently(but only polynomially) long, we can determine the genus of the surface.The result depends on the notion of "discrete analytic functions" ongraphs embedded in a surface, and extensions of basic results onanalytic functions to such discrete objects; one of these is the factthat such functions are determined by their values in a "small"neighborhood of any node.This is joint work with Itai Benjamini.
Host: Van Vu
April 1, 2003
3:00 PM
AP&M 6438
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