On a Linux computer, you can change the host name anytime you like following the method given below after opening a terminal window.
$ sudo vi /etc/hosts <enter>
127.0.0.1 mycomputer.mydomain.com <enter>
:wq
$ sudo vi /etc/hostname <enter>
Insert
mycomputer.mydomain.com <enter>
:wq
$ sudo hostname -F /etc/hostname <enter>
Now check if hostname has changed
$ hostname <enter>
Should return mycomputer.mydomain.com