Get rid of the annoyance by following the steps below:
1) Click in the top right of any Facebook page on the little icon that looks like an triangle pointing down. Select Settings
2) Click Privacy in the left column
3) Click Edit next to "Who can send you friend requests?
4) Change the setting from "Everyone" to "Friend of Friends"