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Probability for a graph algorithm



Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 23, 2019 at 23:30 UTC (7:30pm US/Eastern)Proof that stochastic process on infinite graph ends in finite step.How to use BFS or DFS to determine the connectivity in a non-connected graph?Probability of inter-group links in a network with maximum degree 1Expected number of connected singletons in random graphProve: Graph in which every pair of vertices has an odd number of common neighbors is Eulerian.Probability that a graph has more than one connected component?Degree distribution of the line graph of an Erdös-Rényi random graphHow much memory does an ant travelling along a graph need in order to decide whether the graph is in fact a tree?Probability of a path between two vertices, in a modified version of a random graphProbability of random graph being connected - block model










7












$begingroup$


Let $G = (V, E)$ a graph. A 'dominant set' $W ⊆ V$is a set of nodes, so that for each node $v in V$ holds that either $v$ itself or a neighbor of $v$ is contained in $W$.
Assume that $G$ has minimum degree at least $d > 1$, i.e. each node $v in V$ has degree $deg(v) ≥ d$.



The algorithm consists of two rounds. In the first round we mark each node independently from the other nodes with probability $p$. In the second round we look at each node $v in V$ , if neither $v$ nor any of its neighbours were marked in the first lap, we mark $v$ .



Let $X$ be the number of knots marked in the first round.
So $E(X) = |V|*p$, because $X sim Bin(|V|,p)$, right ?



Let $v ∈ V $any (but fixed) node. If think the probability that neither v nor one of the neighbors of v was marked in the first round would be $(1-p)^deg(v)$ right ? But how can i finde a upper bound which is only dependent from $d$ and $p$ (and not from $v$).



Let $Y$ be the number of knots marked in the second round. How can i finde a upper bound for $E(Y)$.










share|cite|improve this question









$endgroup$
















    7












    $begingroup$


    Let $G = (V, E)$ a graph. A 'dominant set' $W ⊆ V$is a set of nodes, so that for each node $v in V$ holds that either $v$ itself or a neighbor of $v$ is contained in $W$.
    Assume that $G$ has minimum degree at least $d > 1$, i.e. each node $v in V$ has degree $deg(v) ≥ d$.



    The algorithm consists of two rounds. In the first round we mark each node independently from the other nodes with probability $p$. In the second round we look at each node $v in V$ , if neither $v$ nor any of its neighbours were marked in the first lap, we mark $v$ .



    Let $X$ be the number of knots marked in the first round.
    So $E(X) = |V|*p$, because $X sim Bin(|V|,p)$, right ?



    Let $v ∈ V $any (but fixed) node. If think the probability that neither v nor one of the neighbors of v was marked in the first round would be $(1-p)^deg(v)$ right ? But how can i finde a upper bound which is only dependent from $d$ and $p$ (and not from $v$).



    Let $Y$ be the number of knots marked in the second round. How can i finde a upper bound for $E(Y)$.










    share|cite|improve this question









    $endgroup$














      7












      7








      7


      1



      $begingroup$


      Let $G = (V, E)$ a graph. A 'dominant set' $W ⊆ V$is a set of nodes, so that for each node $v in V$ holds that either $v$ itself or a neighbor of $v$ is contained in $W$.
      Assume that $G$ has minimum degree at least $d > 1$, i.e. each node $v in V$ has degree $deg(v) ≥ d$.



      The algorithm consists of two rounds. In the first round we mark each node independently from the other nodes with probability $p$. In the second round we look at each node $v in V$ , if neither $v$ nor any of its neighbours were marked in the first lap, we mark $v$ .



      Let $X$ be the number of knots marked in the first round.
      So $E(X) = |V|*p$, because $X sim Bin(|V|,p)$, right ?



      Let $v ∈ V $any (but fixed) node. If think the probability that neither v nor one of the neighbors of v was marked in the first round would be $(1-p)^deg(v)$ right ? But how can i finde a upper bound which is only dependent from $d$ and $p$ (and not from $v$).



      Let $Y$ be the number of knots marked in the second round. How can i finde a upper bound for $E(Y)$.










      share|cite|improve this question









      $endgroup$




      Let $G = (V, E)$ a graph. A 'dominant set' $W ⊆ V$is a set of nodes, so that for each node $v in V$ holds that either $v$ itself or a neighbor of $v$ is contained in $W$.
      Assume that $G$ has minimum degree at least $d > 1$, i.e. each node $v in V$ has degree $deg(v) ≥ d$.



      The algorithm consists of two rounds. In the first round we mark each node independently from the other nodes with probability $p$. In the second round we look at each node $v in V$ , if neither $v$ nor any of its neighbours were marked in the first lap, we mark $v$ .



      Let $X$ be the number of knots marked in the first round.
      So $E(X) = |V|*p$, because $X sim Bin(|V|,p)$, right ?



      Let $v ∈ V $any (but fixed) node. If think the probability that neither v nor one of the neighbors of v was marked in the first round would be $(1-p)^deg(v)$ right ? But how can i finde a upper bound which is only dependent from $d$ and $p$ (and not from $v$).



      Let $Y$ be the number of knots marked in the second round. How can i finde a upper bound for $E(Y)$.







      probability probability-theory graph-theory algorithms






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      asked Apr 2 at 9:43









      gaeiibogaeiibo

      1035




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          $begingroup$

          The probability of being selected in the second round is $(1-p)^textdeg(v)colorred+1$.



          Use the fact that $deg v ge d$ to conclude that $(1-p)^deg v+1le (1-p)^d+1$. Then $EYle |V|(1-p)^d+1$.






          share|cite|improve this answer









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            $begingroup$

            The probability of being selected in the second round is $(1-p)^textdeg(v)colorred+1$.



            Use the fact that $deg v ge d$ to conclude that $(1-p)^deg v+1le (1-p)^d+1$. Then $EYle |V|(1-p)^d+1$.






            share|cite|improve this answer









            $endgroup$

















              1












              $begingroup$

              The probability of being selected in the second round is $(1-p)^textdeg(v)colorred+1$.



              Use the fact that $deg v ge d$ to conclude that $(1-p)^deg v+1le (1-p)^d+1$. Then $EYle |V|(1-p)^d+1$.






              share|cite|improve this answer









              $endgroup$















                1












                1








                1





                $begingroup$

                The probability of being selected in the second round is $(1-p)^textdeg(v)colorred+1$.



                Use the fact that $deg v ge d$ to conclude that $(1-p)^deg v+1le (1-p)^d+1$. Then $EYle |V|(1-p)^d+1$.






                share|cite|improve this answer









                $endgroup$



                The probability of being selected in the second round is $(1-p)^textdeg(v)colorred+1$.



                Use the fact that $deg v ge d$ to conclude that $(1-p)^deg v+1le (1-p)^d+1$. Then $EYle |V|(1-p)^d+1$.







                share|cite|improve this answer












                share|cite|improve this answer



                share|cite|improve this answer










                answered Apr 2 at 21:50









                Mike EarnestMike Earnest

                28.2k22152




                28.2k22152



























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