manage the application that you have made the default. It should have a section called launch by default. click on remove default, and your done. see the screenshots
You don't have to force stop the app. Clearing the defaults will accomplish what the OP wants. Force stopping will just clear it out of the memory, which android will do automatically when it needs the memory.