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,
. The average number of friendships that any given person makes is then
.
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 , , the expected size of the largest FI becomes . What is the value of ?
Notes and assumptions
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Approximate the formation of the network by a Branching process . Then the critical value < k > c is simply the condition for the branching process to be non-extinct which is 1.