#Math #Probability # Problem How many ways are there to arrange a set of $n$ distinct elements such that no element is in it's original position? # Solution The way to arrange the set without consideration for position is: $$ n! $$ Now accounting for the values that have one element in it's original position: $$ n! - {n\choose 1}(n - 1)! $$ However, we subtracted arrangements with two elements in their original position twice: $$ n! - {n\choose 1}(n - 1)! + {n \choose 2}(n - 2)! $$ Now, we readded arrangements with three elements in their original position: $$ n! - {n\choose 1}(n - 1)! + {n \choose 2}(n - 2)! - {n \choose 3}(n - 3)! $$ This pattern continues by PIE, giving us: $$ n! - {n\choose 1}(n - 1)! + {n \choose 2}(n - 2)! - {n \choose 3}(n - 3)! ... + (-1)^n{n \choose n}(n - n)! $$ Since ${n \choose k}(n - k)! = \frac {n!} {k!}$, we can rewrite as: $$ \frac {n!} {0!} - \frac {n!} {1!} + \frac {n!} {2!} ... + (-1)^n\frac {n!} {n!} \\ = \sum _{k = 0}^n (-1)^k \frac {n!} {k!} \\ = n! \sum _{k = 0}^n \frac {(-1)^k} {k!} $$