sudo /etc/init.d/mysqld stop

sudo mysqld_safe --skip-grant-tables &

mysql -u root

use mysql;
update user set password=PASSWORD("mynewpassword") where User='root';
flush privileges;
quit

sudo /etc/init.d/mysql stop

sudo /etc/init.d/mysql start