List of Code Examples. Linear and Quadratic Programming.- General Optimization with SIMPLE.- Advanced Issues in Mean-Variance Optimization.- Resampling and Portfolio Choice.- Scenario Optimization: Addressing Non-Normality.- Robust Statistical Methods for Portfolio Construction.- Bayes Methods.- Bibliography. Index.