Gurobi 11.0 Delivers Global Nonlinear Solving, Speed Enhancements, Dynamic Distributed Tuning, and Enterprise Features
4.12.2023 21:48:00 EET | Business Wire | Press release
Gurobi Optimization, LLC, the leader in decision intelligence technology, today announced the release of Gurobi Optimizer 11.0. This advancement marks a significant step forward in solving real-world nonlinear problems with Gurobi.
With Gurobi 11.0, users can quickly identify precise, globally optimal solutions to complex nonlinear problems—from domains such as chemical engineering, electricity flow, and price optimization. Additionally, this new version delivers a key enhancement to Gurobi’s popular tuning tool, enabling teams to share resources across multiple users and jobs when tuning.
As with every major Gurobi release, users will experience a boost to Gurobi’s industry-leading solver speed. Compared to Gurobi 10.0, version 11.0 delivers the following performance improvements:
|
Algorithm |
Speed-Up:
|
Speed-Up:
|
|
MILP |
8.6% |
12.4% |
|
MIQP |
12.8% |
22.8% |
|
Convex MIQCP |
9.2% |
18.2% |
|
Nonconvex MIQCP |
133.4% (2.3x) |
480.2% (5.8x) |
“For nonconvex problems, we achieved several key milestones, including being able to solve MINLPs to global optimality and achieving a 5.8x speed-up on nonconvex MIQCP,” said Dr. Tobias Achterberg, Vice President of Research and Development at Gurobi Optimization.
What’s New in Gurobi 11.0
In addition to speed enhancements, Gurobi 11.0 includes a full suite of new features, many of which are based specifically on user requests.
Gurobi Optimizer
- Mixed-Integer Nonlinear Programming (MINLP) Problems: Quickly identify precise, globally optimal solutions to complex nonlinear problems.
- Dynamic Distributed Tuning: With this key enhancement to Gurobi’s popular tuning tool, teams can now share resources across multiple users and jobs when tuning.
- Improved Concurrent LP Controls: For both deterministic and non-deterministic LP, users can now select precisely which algorithms should be run in a concurrent fashion.
- New SolutionTarget Option: A new SolutionTarget setting allows users who do not need an optimal basis to obtain faster solutions to LP problems.
Gurobi Cluster Manager and Compute Server
- SAML Integration: Users can now enjoy centralized user access management and single sign-on (SSO) capabilities through Gurobi’s seamless integration with SAML-based identity management systems, in addition to existing support for LDAP.
- Cosmos DB Support: Gurobi now supports Microsoft® Azure® Cosmos DB®, in addition to existing support for MongoDB® and Amazon® DocumentDB®, for enhanced flexibility when deploying compute clusters.
- Usability Enhancements: The Gurobi Cluster Manager delivers a new look-and-feel and now offers username case sensitivity controls, improved date formatting, and support for the latest HTTP security headers.
- Time and Memory Limit Enforcement: Gurobi Compute Server includes new parameters for enforcing time and memory limits.
“Our new global nonlinear solving capabilities will make a big impact for customers,” explained Duke Perrucci, Gurobi’s Chief Executive Officer. “Rather than settling for best-guess solutions, customers will be able to quickly identify precise, globally optimal solutions. This can translate into major cost efficiencies for organizations.”
Michel Jacyznski, Gurobi Senior Director of Cloud and Platform R&D, added, “With the addition of the SAML 2.0 authentication and the support of the CosmosDB database, we continue to demonstrate our dedication to seamless enterprise integration while providing a modern and user-friendly environment to deploy the Gurobi Optimizer.”
Gurobi will be hosting a webinar to discuss these new capabilities and how customers can put them into practice. To learn more about this upcoming event, visit gurobi.com/events.
About Gurobi Optimization
With Gurobi’s decision intelligence technology, customers can make optimal business decisions in seconds. From workforce scheduling and portfolio optimization to supply chain design and everything in between, Gurobi identifies your optimal solution, out of trillions of possibilities.
As the leader in decision intelligence, Gurobi delivers easy-to-integrate, full-featured software and best-in-class support, with an industry-leading 98% customer satisfaction rating.
Founded in 2008, Gurobi has operations across the Americas, Europe, and Asia. Over 2,500 global customers across 40+ industries run on Gurobi, including SAP, Air France, and the National Football League, as well as over 80% of the world’s leading enterprises. For more information, please visit https://www.gurobi.com/ or call +1 713 871 9341.
To view this piece of content from cts.businesswire.com, please give your consent at the top of this page.
View source version on businesswire.com: https://www.businesswire.com/news/home/20231204907837/en/
Contact information
Nell-Marie Colman
(540) 952 9719
Gurobi Optimization
colman@gurobi.com
About Business Wire
For more than 50 years, Business Wire has been the global leader in press release distribution and regulatory disclosure.
Subscribe to releases from Business Wire
Subscribe to all the latest releases from Business Wire by registering your e-mail address below. You can unsubscribe at any time.
Latest releases from Business Wire
C.H. Robinson Launches World's First AI Technology That Continually Assesses, Improves and Operates Global Supply Chains3.6.2026 19:00:00 EEST | Press release
As the global leader in Lean AI supply chains, C.H. Robinson has built the first AI technology designed to both operate a shipper’s global supply chain and also continuously assess and improve its performance. Now serving the company’s 4PL Managed Solutions customers, a new Lean AI Engineer works in concert with the Lean AI Planner introduced last year to create one connected system that uniquely enhances a supply chain as it runs. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260520874794/en/ The Lean AI Engineer can assess an entire supply chain in 25 to 30 minutes and determine improvements before performance is impacted – compared to supply chain assessments that typically take up to four weeks and look backward at what has happened instead of what should happen. While the Lean AI Engineer delivers intel, the Lean AI Planner manages shipments through hundreds of interconnected AI agents and in turn feeds more data back
Leading Global Brain Science Conference OHBM 2028 to Be Held in Yokohama3.6.2026 18:00:00 EEST | Press release
Yokohama has won the bid to host the 2028 Annual Meeting of the Organization for Human Brain Mapping (OHBM 2028), one of the world’s premier international conferences in brain science, further elevating the city’s presence as a global hub for international conventions and academic exchange. The meeting will take place at PACIFICO Yokohama from June 18–22 and will mark only the second time the meeting has been held in Japan. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260603787692/en/ YOKOHAMA JAPAN'S FIRST PORT OF CALL OHBM is a leading international academic society in the fields of brain imaging, neuroscience, and neurological-disease research. Its annual meeting attracts around 3,000 researchers, healthcare professionals, and industry representatives from around the world. OHBM 2028 will be organized in collaboration with the Japan Human Brain Mapping Society (JHBM, President: Yoshikazu Ugawa and Tetsuya Matsuda). The
Almarai Launches the 2026 Cycle of the World’s Largest Award for Food Security Research in Dryland Regions3.6.2026 17:31:00 EEST | Press release
The 2026 cycle of the Almarai Prize, international track of the Almarai Prize for Scientific Creativity, has officially opened, calling on leading research institutions, distinguished scientists, and global experts to nominate pioneering research that advances food security in the world’s driest regions. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260603753914/en/ Almarai Launches the 2026 Cycle of the World’s Largest Award for Food Security Research in Dryland Regions (Photo: AETOSWire) The prize reflects Saudi Arabia’s expanding commitment to scientific innovation and to advancing solutions that tackle food security challenges in the world’s dryland regions. Almarai - a regional leader in food and agriculture - has long invested in scientific progress, sustainable farming, and long‑term food‑system resilience. As one of the world’s largest vertically integrated food companies, Almarai continues to place research and inn
Stabilizing Grids and Cutting Costs in Half: Europe Is Banking on Grid-Relevant Storage Systems3.6.2026 16:50:00 EEST | Press release
The European battery market is scaling up at record speed: According to the latest Solar+ Report from SolarPower Europe, at the end of 2025, the installed storage fleet in the EU had reached a total capacity of 40 gigawatts (GW) and a storage capacity of 77 gigawatt hours (GWh). This is an increase of over 45 percent compared to the previous year. By 2030, the study’s Solar+ scenario forecasts that capacity will quadruple to 171 GW, while storage capacity will increase eightfold to 598 GWh. As growing solar and wind capacities place increasing demands on European grids, storage systems will need to shift electricity over many hours. As a result, the average storage duration will go up from 1.9 to 3.5 hours. This represents a technological leap that underscores the need to establish more grid-relevant storage systems. Taking place in Munich from June 23–25, ees Europe will showcase how the industry is meeting this enormous demand. As Europe’s largest exhibition for batteries and energy
Onimusha: Way of the Sword Set to Release on September 25, 2026!3.6.2026 16:00:00 EEST | Press release
Capcom Co., Ltd. (TOKYO:9697) today announced that Onimusha: Way of the Sword, the latest title in the Onimusha series, is scheduled for release on September 25, 2026. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260603903549/en/ Onimusha: Way of the Sword key art Onimusha: Way of the Sword, which marks the first new title in the series in over 20 years, is a Japanese-inspired dark fantasy game that features Miyamoto Musashi as the protagonist and is set in an Edo-era Kyoto that has been twisted by malevolent clouds of Malice. Capcom is developing the title with the aim of appealing to a wide range of players through its exhilarating sword-based action and highly-unique characters. Ahead of launch, the company released a playable demo today*, June 3, 2026, titled Onimusha: Way of the Sword DEMO, to give players an opportunity to enjoy the appeal of the game as early as possible. In this demo, players can experience a varie
In our pressroom you can read all our latest releases, find our press contacts, images, documents and other relevant information about us.
Visit our pressroom