This repository contain the Notebook used during an #orms course at the Math Dept of the University of Pavia.
Every notebook can be opened directly on the web using Google Colab, by clicking on the corresponding icon.
Teaching.
| Data | Notebook | Link |
|---|---|---|
| [2022/04/29] | Traveling Salesman Problem (TSP) |  |
| [2022/04/08] | Capacitated Vehicle Routing Problem (CVRP) | |
| [2022/04/01] | Color Transfer by Linear Programming | |
| [2022/03/16] | Binary Linear Classification by Integer Linear Programming | |
| [2022/03/11] | Python and Pyomo: Exercises | |
| [2022/03/09] | Steel Production Example | |
| [2022/03/05] | Python in a Nutshell | |
| Data | Script | Link |
|---|---|---|
| [2022/03/09] | Sudoku | sudoku.py |
| [2022/03/09] | Steel Production Example | steel_production.py |
Homework solutions.
| Data | Notebook | Link |
|---|---|---|
| [2022/05/06] | TSP: complete solution | tsp.py |
| [2022/05/11] | TSP: primal heuristics | tsp_heuristics.py |
| [2022/05/11] | TSP with MTZ (solution in class) | tsp_aula.py |
| [2022/04/18] | Capacitated Vehicle Routing problem | cvrp.py |
| [2022/04/04] | Color Transfer: Pyomo and Gurobi syntax | color_transfer.py |
| [2022/03/20] | Linear Classifier: Breast Cancer | classificationBreastCancer.py |
| [2022/03/20] | Linear Classifier: Banknotes | classificationBanknote.py |
| [2022/03/20] | Linear Classifier: Gaussian 2D | classificationGaussian2D.py |
| [2022/03/18] | Magic squares of dimension N | magic_square.py |
| [2022/03/16] | Steel recycling problem with fixed costs | blending_IP.py |
| [2022/03/16] | Steel recycling problem | blending_LP.py |
OPT4DS Notebooks by Stefano Gualandi is licensed under a Creative Commons Attribution 4.0 International License.
Based on a work at https://github.com/mathcoding/opt4ds.
