This course aims to introduce optimization, simulation and decision trees as tools for supporting and improving decision-making. The main objective is to improve skills on structuring managerial decision models to complex business problems. All modeling and analysis is done using the MS Excel commands, tools and add-ins. A variety of business applications in operations, finance and marketing are considered as illustrative examples. In addition, we will analyze and solve these problems, and study their economic interpretation.