Topics in Operations Research

Topics

• 14 matrix computations, introduction to Julia
• 21 linear and mixed-integer linear programming
• 28 travelling salesman problem, OptArt
• 4 convex and semidefinite programming, low-rank matrix completion
• 11 conic mixed-integer and continuous optimization, global optimization
• 25 machine learning basics
• 4 stable and sparse linear regression
• 11 optimal decision tree, interpretable clustering
• 18 predictive to prescriptive analytics
• 25 optimal design of experiment
• no class OR project presentations (if needed)