This unit aims at providing knowledge and skills about principles, concepts and techniques of the following subfields of optimization: stochastic optimization, optimization under uncertainty, simulation-optimization, simheuristics, applications of optimization to real-life problems in the services and manufacturing industries (logistics, transportation, production, etc.).