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We use representation theory of the symmetric group Sₙ to prove Poisson limit theorems for the distribution of fixed points for three types of non-uniform permutations. First, we give results for the commutator of x and g where g and x are uniform in Sₙ. Second, we give results for the commutator of x and g where g is uniform in Sₙ and x is fixed. Third, we give results for permutations obtained by multiplying n*log (n) /2 + cn random transpositions, as well as a conjecture related to the more general i-cycle walk. Most of our results are known by other, quite different, methods.
Jason Fulman (Mon,) studied this question.