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
Barilla Opens Global Call for Startups Through Good Food Makers 202625.5.2026 12:47:00 EEST | Press release
Barilla Group has opened applications for the 2026 edition of Good Food Makers, its global open innovation program designed to co-develop and test new innovative solutions with startups and innovators inside real industrial environments. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260521973445/en/ Since its launch in 2019, the program has involved more than 1,100 startups from over 50 countries, leading to 26 pilot projects, with over 20 projects currently active thanks to the solutions developed by the program’s alumni. This highlights the program’s role as a concrete platform for industrial scalable innovation. The 2026 edition comes at a pivotal moment for the company, following the launch of BITE (Barilla Innovation & Technology Experience), the new innovation center dedicated to developing the next generation of food products. Within this inspiring premise, Good Food Makers confirms itself as one of the main levers f
JEOL: Sales Launch of the Laser SEM System “LazEdge”25.5.2026 11:16:00 EEST | Press release
JEOL Ltd. (President & CEO: Izumi Oi) has developed the “LazEdge”, an SEM system equipped with a laser processing system, and begins sales on May 25, 2026. Cross-section preparation instruments such as the focused ion beam system (FIB system), are widely used in science and technology fields across research institutes, universities, and industries. In recent years, demand is increasing for a system that can process large-areas at a high speed, while achieving high-quality of the processed surface. “LazEdge” is an instrument integrating JEOL’s SEM with the laser technology proprietary of Hamamatsu Photonics K.K., and enables laser processing inside the specimen chamber of the electron microscope. This system enables high-quality cross-section specimens produced through high-speed, large-area processing to be transferred seamlessly to subsequent analyses, such as SEM observation, elemental analysis, and crystal orientation analysis, without exposure to the external environment. As a resu
TFG-001, A Novel 3D Neural Microtissue Cell Therapy, Demonstrates Superior Functionality and Reinnervation for Parkinson’s Disease25.5.2026 09:00:00 EEST | Press release
TreeFrog Therapeutics, a regenerative medicine biotech company developing next-generation cell therapies, today announced that it will present new preclinical data on TFG-001 at the 7th World Parkinson’s Conference. TFG-001, a 3D neural microtissue cell therapy, demonstrated rapid dopamine release and extensive graft-derived reinnervation across multiple advanced translational Parkinson’s disease models—supporting its potential as a best-in-class candidate. The critical need for reinnervation in Parkinson's disease In Parkinson's disease, an estimated 60–80% of dopaminergic neurons are already lost before motor symptoms even appear. The nigrostriatal pathway degenerates, destroying the essential wiring that connects dopamine-producing neurons to movement control. While chemical dopamine replacements (like levodopa) can manage symptoms, they cannot restore the spatial precision, feedback loops, or dynamic regulation of a healthy brain network. To achieve true functional restoration, it
TFG-001, A Novel 3D Neural Microtissue Cell Therapy, Demonstrates Superior Functionality and Reinnervation for Parkinson’s Disease25.5.2026 09:00:00 EEST | Press release
TreeFrog Therapeutics, a regenerative medicine biotech company developing next-generation cell therapies, today announced that it will present new preclinical data on TFG-001 at the 7th World Parkinson’s Conference. TFG-001, a 3D neural microtissue cell therapy, demonstrated rapid dopamine release and extensive graft-derived reinnervation across multiple advanced translational Parkinson’s disease models—supporting its potential as a best-in-class candidate. The critical need for reinnervation in Parkinson's disease In Parkinson's disease, an estimated 60–80% of dopaminergic neurons are already lost before motor symptoms even appear. The nigrostriatal pathway degenerates, destroying the essential wiring that connects dopamine-producing neurons to movement control. While chemical dopamine replacements (like levodopa) can manage symptoms, they cannot restore the spatial precision, feedback loops, or dynamic regulation of a healthy brain network. To achieve true functional restoration, it
Galderma Receives U.S. FDA Approval for Differin ® Epiduo ® Acne Gel Prescription-to-OTC Switch22.5.2026 19:25:00 EEST | Press release
Galderma (SIX: GALD), the pure-play dermatology category leader, today announced that the United States (U.S.) Food and Drug Administration (FDA) has approved Differin® Epiduo® Acne Gel (Adapalene 0.1% and Benzoyl Peroxide 2.5% Acne Treatment) for over-the-counter (OTC) use in ages 12 years and older, marking a significant Prescription-to-OTC transition in acne care. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260522074280/en/ The U.S. FDA approves Differin® Epiduo® Acne Gel Prescription-to-OTC switch This milestone represents yet another example of Galderma’s unique Integrated Dermatology strategy, demonstrating how proven innovations from its Therapeutic Dermatology portfolio can further strengthen its Dermatological Skincare offerings. The Prescription‑to‑OTC transition highlights Galderma’s scale and expertise in successfully commercializing dermatology innovations across the full spectrum of acne care. With the appro
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