How do you take a compiled java program and turn it into a program that is executable independent from the java editor?

What type of system do you have?

If Windows, it can be setup using a shortcut, but all the right options must be in place. See this link, then scroll to the section: 'Desktop Icons and Menu Shortcuts'

There is a different link a little below that point for Linux systems.