April 4, 2022, 2:12 p.m. | Maxime Labonne

Towards Data Science - Medium towardsdatascience.com

A guide to mathematical optimization with Google OR-Tools

Image by author, emojis by OpenMoji (CC BY-SA 4.0)

Linear programming is a technique to optimize any problem with multiples variables and constraints. It’s a simple but powerful tool every data scientist should master.

Imagine you are a strategist recruiting an army. You have:

  • Three resources: 🌾food, 🪵wood, and 🪙gold
  • Three units: 🗡️swordsmen, 🏹bowmen, and 🐎 …

artificial intelligence hands-on-tutorials introduction linear-programming programming python

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