This course provides advanced knowledge of optimization techniques with applications in manufacturing and services. The course will focus on advanced formulation techniques to expand applications of linear programming to large-scale models, integer and combinatorial optimization, data mining techniques, search techniques including heuristics, nonlinear programming, and non-cooperative game theory.