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On generalizing the cut-off phenomenon for random walks on groups - MaRDI portal

On generalizing the cut-off phenomenon for random walks on groups (Q1902819)

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scientific article; zbMATH DE number 820050
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On generalizing the cut-off phenomenon for random walks on groups
scientific article; zbMATH DE number 820050

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    On generalizing the cut-off phenomenon for random walks on groups (English)
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    8 April 1996
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    It is known that a number of different families of random walks, on both finite and compact groups, exhibit the ``cut-off phenomenon'', meaning that the total variation distance to the uniform distribution (Haar measure) decreases from near 1 to near 0 in an arbitrarily small relative time interval. However, the known examples are all very specific, and it is reasonable to ask whether this phenomenon occurs more generally. This paper presents a first step towards a more general result about the cut- off phenomenon. A large class of measures on a fairly large collection of groups (both finite and compact) are considered. The measures are required to be conjugate-invariant, but they are defined much more generally than in the previous specific examples. For these measures, we prove the ``easier half'' of a cut-off phenomenon. Specifically, we provide the lower-bound part of the result, proving that the variation distance stays close to 1 until a certain specified number of iterations, after which we conjecture that a cut-off occurs. Our methods involve non- commutative Fourier analysis, and generalize previous work of others. We close by briefly discussing possible approaches to proving the corresponding upper bound, and thereby establishing the cut-off phenomenon in this level of generality.
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    random walks
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    compact groups
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    cut-off phenomenon
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    non-commutative Fourier analysis
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