It couldn't have been Roosevelt or Churchill, as the Final Solution was a Nazi plan to exterminate the Jewish population and Roosevelt and Churchill were fighting against the Nazis, not for them.
However, it was not specifically Hitler, as he delegated this task to Himmler - and this is the correct answer.