Large Scale Optimization – 3^rd Summer School and Conference

Topics

Tutorial during the Summer School will be offered on the following topics. Papers for the conference are invited on the following topics; other topics under LSO are also encouraged.

• Modeling Integer Programs and Mixed Integer Programs
• Modeling using AMPL (A Mathematical Programming Language)
• Modeling in C/C++/Python for IBM Cplex/ Gurobi
• Valid Inequalities & Cutting Plane Method
• Benders Decomposition
• Lagrangian Relaxation
• Column Generation
• Dantzig-Wolfe Decomposition
• Robust Optimization
• Multi-level Optimization
• Non-linear Programming
• Mixed Integer Non-linear Programming
• Heuristics for LSO