Tutorial: Mixed Integer Linear Programming
Mixed Integer Linear Programming Tutorial Overview
Chapter #1: Why Mixed Integer Programming (MIP)
Chapter #2: Resource Assignment Problem
Chapter #3: Linear Programming Formulations
Chapter #4: Linear Programming Formulation With Gurobi Python API
Chapter #5: Jupyter Notebook #1 Resource Assignment Problem Formulation
Chapter #6: Perfect Formulation Resource Assignment Problem (RAP)
Chapter #7: Jupyter Notebook #2 Perfect Formulation Resource Assignment Problem
To download the RAP Problem 001 Jupyter Notebook file please click here.
Request a Gurobi Evaluation License or Free Academic License
The RAP Problem is coded using the Gurobi Python API in Jupyter Notebook. In order to use the Jupyter Notebooks, you must have a Gurobi License. If you do not have a license, you can request an Evaluation License as a Commercial User or download a free license as an Academic User.
Commercial Users: Free Evaluation Version Academic Users: Free Academic Version
Chapter #8: Methods for Solving MIP Problems
Chapter #9: Approach 1 Branch And Bound Methods For Solving MIP Problems Part 1
Chapter #10: Approach 1 Branch And Bound Methods For Solving MIP Problems Part II
Chapter #11: Approach 2 Cutting Planes Methods For Solving MIP Problems
Chapter #12: Jupyter Notebook #3 - Why MIP Is Better than Simple Heuristics
To download the RAP Problem 001 Jupyter Notebook file please click here.
Request a Gurobi Evaluation License or Free Academic License
The RAP Problem is coded using the Gurobi Python API in Jupyter Notebook. In order to use the Jupyter Notebooks, you must have a Gurobi License. If you do not have a license, you can request an Evaluation License as a Commercial User or download a free license as an Academic User.
Commercial Users: Free Evaluation Version Academic Users: Free Academic Version