The GAMS blog

Speed vs. Guarantees: A Practical MIP–NLP Trade-off for NN Robustness

Nov 12, 2025 GAMSPy
A hands-on comparison of ReLU modeling in GAMSPy, MIP vs NLP, for adversarial verification on realistic networks. The workflow, code snippets, and trade-off between speed and guarantees are all explained in details.
Turning Solver Complexity into Solver Power: The GAMS Advantage

Nov 10, 2025 GAMS GAMSPy Solvers
Mathematical optimization depends on solvers - yet using them effectively can be daunting. At GAMS, we turn solver complexity into solver power, providing both a unified modeling interface and deep, decades-long expertise in solver development.
INFORMS Annual Meeting in Atlanta

Oct 31, 2025 News Conference Report
We had a great week at the INFORMS Annual Meeting 2025 in Atlanta, with an active booth and well-attended presentations. It was great to see strong interest in GAMSPy and connect with so many users and researchers. Thanks to everyone who stopped by!
What’s New in GAMSPy? A Look at the Awesome Features Since Version 1.0.0!

Oct 22, 2025 GAMSPy
It’s been an exciting year for the GAMSPy community! Since the stable 1.0.0 release, we’ve been hard at work making our favorite optimization modeling package even more powerful, intuitive, and efficient.
GOR 2025 in Bielefeld

Sep 8, 2025 News Conference Report
The GOR Annual Meeting 2025 took place in Bielefeld from September 2–5, hosted by Bielefeld University under the theme Operations Research in a Complex World
GAMSPy at One: Advancing Optimization in Python

Sep 2, 2025 GAMSPy
It’s been one year, and what started as an idea to bring GAMS technology natively into Python has become a trusted tool for the optimization community.
GPU-Accelerated Optimization with GAMS and NVIDIA cuOpt

Sep 1, 2025 GAMS Solvers
For a long time, GPUs were essential for various AI applications and other high-performance compute applications but had limited impact on mathematical optimization. That’s changing.
GAMS MIRO Walkthrough Part 3

Jul 31, 2025 MIRO GAMSPy
In the third part of our GAMS MIRO walkthrough, we will fine-tune our application with custom code. We’ll show you how to create a custom renderer, widget, and importer/exporter.
GAMS MIRO Walkthrough Part 2

Jul 24, 2025 MIRO GAMSPy
In the second part of our GAMS MIRO walkthrough, we will explore all the configuration options available, from changing general settings to defining default views. We’ll also demonstrate how to add an interactive dashboard to display our output.
GAMS MIRO Walkthrough Part 1

Jul 17, 2025 MIRO GAMSPy
In the first part of our GAMS MIRO walkthrough, we will guide you through converting a GAMSPy model into a fully functional web application. We’ll also show you how to set up MIRO for rapid prototyping and introduce you to the powerful pivot tool.

1
2
3
4
5

Authors

Ahmed Alqershi

Atharv Bhosekar

Adam Christensen

Aileen Homey

Alexander Meeraus

André Schnabel

Bruce McCarl

Burak Usul

Christophe Gouel

Clemens Westphal

Evangelos Panos

Fred Fiand

Freddy Proske

George Franco

Hans Lofgren

Justine Broihan

Julien Harou

Janina Hasselbring

Leonard Kunz

Logan Randolph

Lutz Westermann

Mohammed Basheer

Marius Bützler

Michael Bussieck

Mateo Gallia

Michael Horstmann

Muhammet Soytürk

Renke Kuhlmann

Robin Schuchmann

Steve Dirkse

Stefan Mann

Stefan Vigerske