TR01-018 Authors: Omer Reingold, Salil Vadhan, Avi Wigderson

Publication: 24th February 2001 11:39

Downloads: 3353

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The main contribution of this work is a new type of graph product, which we call the zig-zag

product. Taking a product of a large graph with a small graph, the resulting graph inherits

(roughly) its size from the large one, its degree from the small one, and its expansion properties

from both! Iteration yields simple explicit constructions of constant-degree expanders of every

size, starting from one constant-size expander.

Crucial to our intuition (and simple analysis) of the properties of this graph product is the view

of expanders as functions which act as "entropy wave" propagators --- they transform probability

distributions in which entropy is concentrated in one area to distributions where that

concentration is dissipated. In these terms, the graph product affords the constructive

interference of two such waves.

A variant of this product can be applied to extractors, giving the first explicit extractors whose

seed length depends (poly)logarithmically on only the entropy deficiency of the source (rather than

its length) and that extract almost all the entropy of high min-entropy sources. These high

min-entropy extractors have several interesting applications, including the first constant-degree

explicit expanders which beat the "eigenvalue bound."