AMPL: Powering Optimization at Scale#
AMPL is the most powerful and intuitive platform for developing and deploying complex solutions in mission-critical applications — from managing large electric grids in real time to optimizing global supply chains. It connects seamlessly to major commercial and open-source solvers, with enhanced interfaces that automatically reformulate models to ensure correctness, improve robustness, and deliver faster performance.
AMPL documentation, tutorials, and other resources that can help you get started with AMPL.
Documentation for all solvers available with AMPL, including installation instructions, and usage examples.
Books on AMPL, modeling, and optimization — from beginner guides to advanced references.
Video content on AMPL, including tutorials, webinars, and interviews.
Collection of Streamlit Applications built with AMPL and Python API. Explore the AMPL Streamlit Applications for detailed guidance, examples, and references to integrate AMPL with Python.
Models today go far beyond simple forms like min cx s.t. Ax = b. The MP Modeling Guide introduces AMPL’s high-level modeling constructs that enhance solver capabilities through automatic reformulations.
Collection of Jupyter Notebooks that demonstrate the use of AMPL with various solvers on a large variety of problem types.
Collection of Jupyter Notebooks for a large set of applications. You can contribute to this collection by sharing your own notebooks them with the community.
Useful links: Python Integration | What’s new? | AMPL Forum | Changelogs | FAQs