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The conductance of a random walk on an undirected graph


Random mixing of the space of triangulations of a surfaceTeleporting random walkSelf-avoiding random walk on $mathbbZ^2$ getting stuckRandom walk return for subgraphClass of graphs with symmetric random walkRandom walk in a graphConditional expected number of visits in symmetric random walk with two absorbing barriersRandom Walk on Graph, help shore up textbook expositionUnderstand the probability formula of a random walkWhat is the mixing time of a random walk of a rook













0












$begingroup$


  • Consider a random walk on an undirected graph consisting of an
    $n$-vertex path with self-loops at the both ends. With the self loops, we have $p_xy =1/2$ on all edges $left(x,yright)$, and so the stationary distribution is a uniform $1/n$ over all vertices.

  • The set with minimum normalized conductance is the set $S$ with probability $pileft(Sright) leq 1/2$ having the smallest ratio of probability mass exiting it, $sum_left(x,yright) in
    left(S, overlineSright) pi_xp_xy$
    , to probability mass inside it, $pi(S)$.

  • This set consists of the first $n/2$ vertices, for which the numerator is $1/left(2nright)$ and denominator is $1/2$. Thus, $Phileft(Sright) = 1/n$.

Can anyone explain the above paragraph more clearly ?.










share|cite|improve this question











$endgroup$
















    0












    $begingroup$


    • Consider a random walk on an undirected graph consisting of an
      $n$-vertex path with self-loops at the both ends. With the self loops, we have $p_xy =1/2$ on all edges $left(x,yright)$, and so the stationary distribution is a uniform $1/n$ over all vertices.

    • The set with minimum normalized conductance is the set $S$ with probability $pileft(Sright) leq 1/2$ having the smallest ratio of probability mass exiting it, $sum_left(x,yright) in
      left(S, overlineSright) pi_xp_xy$
      , to probability mass inside it, $pi(S)$.

    • This set consists of the first $n/2$ vertices, for which the numerator is $1/left(2nright)$ and denominator is $1/2$. Thus, $Phileft(Sright) = 1/n$.

    Can anyone explain the above paragraph more clearly ?.










    share|cite|improve this question











    $endgroup$














      0












      0








      0


      1



      $begingroup$


      • Consider a random walk on an undirected graph consisting of an
        $n$-vertex path with self-loops at the both ends. With the self loops, we have $p_xy =1/2$ on all edges $left(x,yright)$, and so the stationary distribution is a uniform $1/n$ over all vertices.

      • The set with minimum normalized conductance is the set $S$ with probability $pileft(Sright) leq 1/2$ having the smallest ratio of probability mass exiting it, $sum_left(x,yright) in
        left(S, overlineSright) pi_xp_xy$
        , to probability mass inside it, $pi(S)$.

      • This set consists of the first $n/2$ vertices, for which the numerator is $1/left(2nright)$ and denominator is $1/2$. Thus, $Phileft(Sright) = 1/n$.

      Can anyone explain the above paragraph more clearly ?.










      share|cite|improve this question











      $endgroup$




      • Consider a random walk on an undirected graph consisting of an
        $n$-vertex path with self-loops at the both ends. With the self loops, we have $p_xy =1/2$ on all edges $left(x,yright)$, and so the stationary distribution is a uniform $1/n$ over all vertices.

      • The set with minimum normalized conductance is the set $S$ with probability $pileft(Sright) leq 1/2$ having the smallest ratio of probability mass exiting it, $sum_left(x,yright) in
        left(S, overlineSright) pi_xp_xy$
        , to probability mass inside it, $pi(S)$.

      • This set consists of the first $n/2$ vertices, for which the numerator is $1/left(2nright)$ and denominator is $1/2$. Thus, $Phileft(Sright) = 1/n$.

      Can anyone explain the above paragraph more clearly ?.







      convergence random-walk






      share|cite|improve this question















      share|cite|improve this question













      share|cite|improve this question




      share|cite|improve this question








      edited Mar 30 at 4:57









      Felix Marin

      68.9k7110147




      68.9k7110147










      asked Mar 23 at 7:17









      cholechole

      333




      333




















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