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Considering a Markov chain defined on a cycle, near-quadratic improvement of mixing is shown when only a subtle perturbation is introduced to the structure and non-reversible transition probabilities are used. More precisely, a mixing time of can be achieved by adding random edges to the cycle, keeping fixed while . The construction builds upon a biased random walk along the cycle.

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