Can't connect to local MySQL Server through socket 'mysql.sock'

在linux下很顺利的安装上mysql，安装过程很顺利没出错，在执行mysql的时候报错

Can't connect to local MySQL Server through socket '/var/lib/mysql/mysql.sock'

Mysql一启动就退出来了，重装也是同样问题。