An escaped Pennsylvania murderer was captured Wednesday after eluding hundreds of searchers for two weeks by hiding out in wooded areas, breaking into suburban homes for food, fleeing under gunfire with a rifle pilfered from a garage, stealing a vehicle and changing his appearance, authorities said.