Can't connect to local MySQL server through socket '/var/lib/mysql/mysql.sock' (2)

I am getting the following error when I try to connect to mysql: `Can't connect to local MySQL server through socket '/var/lib/mysql/mysql.sock' (2)` Is there a solution for this error? What might be the reason behind it?