This study presented a method of plan selection in intensity modulated proton therapy to address the challenge of delivering treatment to the prostate and the pelvic lymph nodes with different motion patterns. The plan library used different positions of the prostate created from a population model of day-to-day target motion. Plan selection from this library reduced the dose to the rectum and bladder without compromising target coverage compared with nonadaptive delivery.