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Approximately counting integral flows and cell-bounded contingency tables

Markov Chains in Algorithms and Statistical Physics
February 01, 2005 02:15 PM to 03:00 PM
Speakers:
VMath - The Next Generation for Math Lectures on Streaming Video

Abstract:

We consider the problem of approximately counting integral flows in a
network. We show that there is an fpras based on volume estimation if
all capacities are sufficiently large, generalising a result of Dyer,
Kannan and Mount (1997). We apply this to approximating the number of
contingency tables with prescribed cell bounds when the number of rows
is constant, but the row sums, column sums and cell bounds may be
arbitrary. We provide an fpras for this problem via a combination of
dynamic programming and volume estimation. This generalises an
algorithm of Cryan and Dyer (2002) for standard contingency tables,
but the analysis here is considerably more intricate.



[Joint work with Martin Dyer & Dana Randall]

Lecture #10805

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