Deregulation and Markets in the Electricity Industry.- Decision Making and Uncertainties in the Electricity Industry.- Modelling Electricity Prices.- Modeling Competition in the Electricity Industry.- Optimizing Generation and Trading Portfolios.- Risk Management and Risk Controlling.- Technology Assessment.- Investment Decisions.- Final Remarks.