Below are two different methods of how this can be done at the command line:
ifconfig eth0 down
Running the above command would take the eth0 interface (the first network card) down. Which is the same as releasing the IP address from that network card.
ifconfig eth0 up
After the interface is taken down, typing in the above command would bring that interface back up.