[HOWTO] Allow normal users to shutdown without entering password

I am using Debian Squeeze Testing and I wanted to allow myself to shutdown without entering root password. To do so, I just executed the following as root:

chmod +s /sbin/reboot
chmod +s /sbin/halt

Note that this will allow any user to shutdown.