As these two sets change continuously, re planning is done in a rolling horizon fashion; i.e., the total time lapse is separated into a sequence of short uniform time intervals, denoted as anticipation-horizons. At the beginning of each new anticipation-horizon, all decisions of the relevant plan in this time period are frozen; i.e., they become unchangeable.