How do I fix my iMac that turns on but has a black display?

My iMac is on, but I cannot see anything. I have restarted it, and I have unplugged it. I can hear noises on the screen when I hit certain buttons, but I cannot get the screen to display anything.

[Re-Titled by Moderator]

Original Title: iMac is on but display is dark.