Systems Optimization

Linear and integer programming (w/MILP) using python and gurobipy

Interesting Analysis' using python and gurobipy:

1. Determining Supply given Demand - (Mathematical Model here)
2. Multicommodity Transportion
3. Transportation Variants - (Overview of Problems Here)
4. Traveling Salesman - Minimal Distance Traveled of Mars Rover
5. Knapsack Applied to everyday life - Packing multiple bags on vacation
6. Mashup: Advanced Knapsack, Advanced TSP, and more Aggregate Planning

Refreshers of the Important Concepts:

1. How Linear Programming works - conceptual level
2. How does sensitivity analysis work with dual variables
3. Simplex Tableau Cheat Sheet
4. The linear algebra needed for Linear Programming

Other Resources

• LP Solver with Steps