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Random Transposition Walk


The random transposition walk on the symmetric group S_n is the random walk which, at every step, multiplies the current permutation by a uniformly chosen transposition. Thus its one-step probability measure is

 P(pi)={1/((n; 2))   if pi=(ij) for some i<j; 0   otherwise.
(1)

The transposition-only walk alternates between even permutations and odd permutations. The aperiodic version allowing identity permutation steps has a cutoff in total variation distance at 1/2nlnn steps with a window of order n (Diaconis and Shahshahani 1981), with a parity-adjusted analogue for the transposition-only walk. At the cutoff scale, the fixed point count approaches a Poisson distribution. Arcona (2026) uses group representation theory to determine the limiting distributions of the numbers of j for every fixed j, and also treats the star-transposition walk in which each step swaps 1 with a uniformly chosen other point.


See also

Random Permutation, Random Walk, Symmetric Group, Transposition

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References

Arcona, D. "Representation Theory and Cycle Statistics for Random Walks on the Symmetric Group." Electron. J. Combin. 33, P3.86, 2026. https://doi.org/10.37236/15089.Diaconis, P. and Shahshahani, M. "Generating a Random Permutation with Random Transpositions." Z. Wahrsch. verw. Gebiete 57, 159-179, 1981.

Cite this as:

Weisstein, Eric W. "Random Transposition Walk." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/RandomTranspositionWalk.html

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