The uncertainty is present
in all systems, especially in the financial markets in which not all the information is available at the time the decision is made. The decision-making in an uncertainty context is computationally complex and costly. Currently, exist algorithms and methods well developed. In the last two decades, complex problems are allowed by the eclosion of computers. This unit will provide an introduction to optimization under uncertainty and its application to portfolio management.