probability-statistics / Markov chain mixing

Mixing Time of Kac's Walk on the Rotation Group

Kac's walk on the rotation group, introduced by Hastings in 1970, is a central high-dimensional Markov chain in statistical physics and computational science. The paper proves it mixes in $n^2 \log n$ steps, the conjectured optimal rate, closing the gap left by a long line of successive improvements.

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probability-statisticsApr 26, 2026Significance 20/100Registry: unreviewed

Mixing Time of Kac's Walk on the Rotation Group

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Kac's walk on the rotation group, introduced by Hastings in 1970, is a central high-dimensional Markov chain in statistical physics and computational science. The paper proves it mixes in $n^2 \log n$ steps, the conjectured optimal rate, closing the gap left by a long line of successive improvements.

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Kac's walk on the rotation group, introduced by Hastings in 1970, is a central high-dimensional Markov chain in statistical physics and computational science. The paper proves it mixes in $n^2 \log n$ steps, the conjectured optimal rate, closing the gap left by a long line of successive improvements.

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