Optimization Models and Algorithms - 2022

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.

Python Notebooks

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.