He didn't. His father Alois was the illegitimate son of a woman named Schicklgruber, and later changed his name to Hitler, which was probably his father's name; but this was before Adolf was born. So Adolf Hitler was always Hitler. See:
http://www.maebrussell.com/About%20Mae%20Brussell/Mind%20of%20Adolf%20Hitler.html



