This course is a continuation of the first course in Operations Research (Pre-requisite: OR I: IE 344). The focus is on complementary concepts and methods of Markov Chains, Integer Linear Programming, Goal Programming, Probabilistic Models, Decision and Risk Analysis, Queuing Systems, and Simulation Modeling.