The latest articles on DEV Community by onRubik (@onrubik). https://dev.to/onrubik https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3787821%2Ff12ec64b-52c6-4b03-bd64-ae53cecbb468.png https://dev.to/onrubik en onRubik Mon, 23 Feb 2026 22:56:09 +0000 https://dev.to/onrubik/ant-colony-optimization-for-cvrp-open-source-1jm9 https://dev.to/onrubik/ant-colony-optimization-for-cvrp-open-source-1jm9 <p>​I just released a working implementation of an ACO algorithm to solve the Constrained Vehicle Routing Problem (CVRP). Most routing systems are black boxes—I wanted to build something transparent that actually shows how to reduce costs and miles.</p> <p>​What's inside:<br> 🖥️ Core Repo: <a href="https://github.com/onRubik/CVRP-ACO" rel="noopener noreferrer">https://github.com/onRubik/CVRP-ACO</a></p> <p>📓 Google Colab Demo: <a href="https://colab.research.google.com/github/onRubik/cvrp-routing-solver/blob/main/notebooks/cvrp_aco_demo.ipynb" rel="noopener noreferrer">https://colab.research.google.com/github/onRubik/cvrp-routing-solver/blob/main/notebooks/cvrp_aco_demo.ipynb</a></p> <p>​🎓 Gumroad Course: <a href="https://rubiklife.gumroad.com/l/vcxvrx" rel="noopener noreferrer">https://rubiklife.gumroad.com/l/vcxvrx</a></p> <p>​It's ready to run in the Colab if you want to see the ants in action. Feedback on the architecture is welcome!</p> <p>(More info and a deep-dive walkthrough are available in the repo README.)</p> logistics python opensource algorithms