mysqladmin: connect to server at 'localhost' failed

Setp 1. service mysql stop

Step 2.mysqld_safe --skip-grant-tables &

Step 3. mysql -u root mysql

Step 4. UPDATE user SET Password=PASSWORD('new password') where USER='root';

Step 5. FLUSH PRIVILEGES;

Step 6. quit