Cannot quit adobe reader, can't restart computer without closing adobe reader

I'm trying to download something on my computer that requires me to restart my computer. I can't restart my computer because adobe reader is open. It won't let me quit the application or delete. I cannot manually restart my computer because I get the same error message saying adobe is open and I can't quit it. I'm very frustrated!!!!!!