... worst case optimality 1 INTRODUCTION Robust optimization deals with data uncertainty by finding the optimal solutions in a mini-max setting The origins of robust optimization date back to the establishment ... distributionally robust optimization with developed software tool In the rest two topics, we study two applications in health care operations management under robust optimization We conclude the thesis in ... robust linear optimization INTRODUCTION We developed a modular framework to obtain exact and approximate solutions to a class of linear optimization problems with recourse with the goal to minimize...