This module introduces several probabilistic models in operations research, such as queueing systems, simulations, and decision theory under risk. Those topics heavily interact with other subjects such as applied probability, actuarial sciences etc. This module is complementary to MATH269 (Operational research), which focuses on the mathematical programming aspect of operational research, mainly in a deterministic setup.