A basic limitation of the two time-step model considered in Chapter 1 is that it does not allow for trading until the end of the time period is reached. In order to be able to re-allocate the portfolio over time we need to consider a discretetime financial model with N + 1 time instants t = 0, 1, . . . , N . The practical importance of this model lies also in its direct computer implementability.