The file I mentioned needs root permissions to be changed.

If you are changing it from a shell (e.g. with nano) you would need to invoke it with sudo:

cd /etc/
sudo nano rc.local
<move cursor to line>
<add #>
<CTRL-O>
<CTRL-X>