You can also put a redirect on the page(s) and/or directories, with a R=301 which means a permanent redirect. Googlebot will adhere to that.
Also @JC's link above shows that eventually the old pages will fall off page rank (only took a couple of days with a site that gets ~250,000 hits a day).
I've successfully seen/done both of these.