Barabasi-Albert Friends

Computer Science Level pending

In a social network modeled with a Barabasi-Albert random graph, what is the average ratio of the number of people with one friend to the number of people with three friends?


The answer is 27.

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1 solution

Adam Strandberg
Feb 17, 2016

The number of friends a person has is the degree of their node in the social network. For a Barabasi-Albert graph, we know the degree distribution is

p ( k ) = c k 3 p(k) = c k^{-3}

where k k is the degree number and c c is a constant. The ratio of people with one friend to people with three friends is then

p ( 1 ) p ( 3 ) = c ( 1 3 ) c ( 3 3 ) = 1 1 / 27 = 27 \frac{p(1)}{p(3)} = \frac{c (1^{-3})}{c (3^{-3})} = \frac{1}{1/27} = 27

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