functions. In the second part of this dissertation we present three main algorithms to improve forecasting and automated trading … algorithm was tested in the context of the Penn-Lehman Automated Trading Project (PLAT) competition using the Microsoft stock …. The algorithm was profitable during the competition. Third, we present a multi-stock automated trading system that …