Example 2 In a group of mathematicians, each one has some friends (the relationship is mutual). Prove: there exists a mathematician whose friends' average number of friends is not less than the average number of friends of the group.
Problem 1395
Official solution
Let be the set of mathematicians, denote the set of friends of mathematician , and denote the number of friends of mathematician . The proposition is equivalent to proving: there must be an such that
We will use proof by contradiction to prove this proposition. If there is no such mathematician , then for any , we have
Summing over all , we get
This contradicts the Cauchy-Schwarz inequality, hence the proposition is true.