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Combinatorics and Random Matrix Theory (Hardcover)
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Combinatorics and Random Matrix Theory (Hardcover)
Series: Graduate Studies in Mathematics
Expected to ship within 12 - 17 working days
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Over the last fifteen years a variety of problems in combinatorics
has been solved in terms of random matrix theory. More precisely,
the situation is as follows: the problems at hand are probabilistic
in nature and, in an appropriate scaling limit, it turns out that
certain key quantities associated with these problems behave
statistically like the eigenvalues of a (large) random matrix. Said
differently, random matrix theory provides a ``stochastic special
function theory'' for a broad and growing class of problems in
combinatorics. The goal of this book is to analyze in detail two
key examples of this phenomenon, viz., Ulam's problem for
increasing subsequences of random permutations and domino tilings
of the Aztec diamond. Other examples are also described along the
way, but in less detail. Techniques from many different areas in
mathematics are needed to analyze these problems. These areas
include combinatorics, probability theory, functional analysis,
complex analysis, and the theory of integrable systems. The book is
self-contained, and along the way we develop enough of the theory
we need from each area that a general reader with, say, two or
three years experience in graduate school can learn the subject
directly from the text.
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