Linux commands to Shutdown and Reboot the system

To shutdown / poweroff Ubuntu Linux

Type the command:
sudo halt
OR
sudo shutdown -h now

To reboot Ubuntu Linux

Type the command:
sudo reboot

More information can be found about these two commands by typing following commands (man page):
man reboot
man shutdown