Besides making sure your bike fits right and that your saddle is right for you, probably one of the most important things you can do is to strengthen your core. Here is an excellent slide show of core exercises. You don't have to do them all, you can skip ones that are too tough.

http://www.mayoclinic.com/health/core-strength/SM00047