We develop a scenario optimization model for asset and liability management of individual investors. The individual has a given level of initial wealth and a target goal to be reached within some time University of Palermo,IT. consiglio@unipa.it Prometeia, Bologna, IT. flavioc@prometeia.it University of Cyprus, Nicosia, CY, and The Financial Institutions Center, The Wharton School, Philadelphia...