Friends at infinity

Take a simple model of a social network where friendships form at random between individuals. Each person forms some number of friendships with other people, k i k_i . The average number of friendships that any given person makes is then 1 N i k i = k \frac{1}{N}\sum\limits_ik_i = \langle k \rangle .

We call a friendship island (FI) a group of people such that everyone in the FI can reach anyone else in the FI by passing a note through mutual friends. If two people cannot send notes through a series of mutual friends, they must be in different FI.

At some value of k \langle k \rangle , k c \langle k\rangle_c , the expected size of the largest FI becomes \infty . What is the value of k c \langle k \rangle_c ?

Notes and assumptions

  • There are infinitely many people in the population.


The answer is 1.0.

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1 solution

Abhishek Sinha
Aug 9, 2014

Approximate the formation of the network by a Branching process . Then the critical value < k > c <k>_c is simply the condition for the branching process to be non-extinct which is 1.

din't get it . say A B C are present and A is friend with B then accordingly if <K> = 1 then no one can be friend with C. isn't it?(A->B C)

Raj Miglani - 4 years, 4 months ago

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