2 Changes must be made on the host, I won't cover DNS/DHCP stuff.
1st, change the port via RegEdit!
On the Edit menu, click Modify, and then click Decimal.
Type the new port number, and then click OK.
For RDP Reboot via CMD line:
2nd, open the port in Windows Firewall with CMD