How can I set my computer to automatically turn back on whenever it is turned off?

You can change the power loss recovery state in the bios. Usually you would press f1 or del when the system powers up (Look for enter bios key during boot up) to enter bios settings, look for power options. Usually you can choose to stay off, return to last state or power on, after a power failure.

Hope that helps.