Just like everything else with iOS 7, the app switcher has received a makeover from Apple, but it is pretty much still the same. You can kill a running app by following these instructions:
1. Double press the home button to bring up the app switcher.
2. Swipe left or right until you see the app to quit.
3. Touch and hold the app preview and swipe it up off the screen.