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How the AMPL Ecosystem Helps Companies Grow

“From finance to supply chains, from energy to healthcare — today’s companies face complexity at every turn. Spreadsheets and ad-hoc tools are no longer enough. What’s needed is an ecosystem that connects data, analytics, forecasts, and optimization into decisions that

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Amplpy Best Practices

Supercharge Your Optimization with Our New AMPL & Python Guide Hello Amazing Customers! We’re pleased to share our comprehensive guide designed to help you master optimization modeling with AMPL and Python. Whether you’re fine-tuning supply chains, crunching data, or making smarter

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Official AMPL Extension for Visual Studio

We’re excited to announce the official release of the AMPL extension for Visual Studio Code is now available on the Visual Studio Marketplace! 🎉

Whether you’re modeling energy systems, optimizing supply chains, or teaching mathematical programming, this extension brings AMPL right into your favorite Python development environment.

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From Patterns to Precision: Machine Learning & Mathematical Optimization for Real-World Challenges

Machine Learning (ML) and Mathematical Optimization (MO) are two powerful tools for addressing complex problems across various fields. While ML uses data to identify patterns and make predictions, MO focuses on finding the best possible solution within a defined set of constraints. Understanding their unique strengths, limitations, and synergistic potential enables effective application in problem-solving.

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Breaking Barriers in Optimization: AMPL’s Early Results with NVIDIA cuOpt

In testing NVIDIA cuOpt, the results speak for themselves. | In the world of optimization, speed is everything. Whether optimizing supply chains, scheduling transportation, or tackling complex energy market decisions, the ability to solve large-scale mathematical programming problems quickly can mean the difference between an efficient operation and costly delays. 

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Need to brush up on your optimization skills?

An Introduction to Optimization with Python and AMPL

Learn the basics of mathematical optimization and develop the practical skills needed to building models and solving problems with a free online book.

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