Distributed Averaging Via Lifted Markov Chains

    Jinwoo Shin
    Jinwoo Shin

    Clinical Orthopaedics and Related Research, Volume 56, Issue 1, 2010, Pages 634-647.

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    Keywords:
    standard markov chainmetropolis-hastings methoddistributed averaginglinear iterative algorithmlinear iterative algorithmsMore(38+)

    Abstract:

    Motivated by applications of distributed linear estimation, distributed control, and distributed optimization, we consider the question of designing linear iterative algorithms for computing the average of numbers in a network. Specifically, our interest is in designing such an algorithm with the fastest rate of convergence given the topo...More

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