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
Takeda Receives U.S. FDA Approval of MIMRYLO™ (rusfertide), Marking a Potential Shift in the Treatment Paradigm for Polycythemia Vera29.8.2026 01:40:00 EEST | Press release
Takeda (TSE:4502/NYSE:TAK)announced U.S. Food and Drug Administration (FDA) approval of the New Drug Application (NDA)* for MIMRYLO™ (rusfertide) for the treatment of erythrocytosis in adults with polycythemia vera (PV), a blood cancer. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260824773270/en/ MIMRYLO Logo MIMRYLO is a first-in-class hepcidin mimetic designed to regulate iron distribution in the body and red blood cell overproduction to control hematocrit levels, which is the ratio of red blood cells to the total amount of blood in the body. Maintaining controlled hematocrit levels below 45% is the primary treatment goal in PV.1 “For patients living with PV, uncontrolled hematocrit can have serious consequences, including an elevated risk of life-threatening thrombotic events," said Andrew T. Kuykendall, M.D., VERIFY lead investigator and Associate Member in the Department of Hematology at Moffitt Cancer Center. “Curre
Rigaku and Tohoku University Establish a New Research Institute for X-Ray Metrology28.8.2026 17:00:00 EEST | Press release
Rigaku Corporation, a group company of Rigaku Holdings and a global solutions partner for X-ray analytical systems (Head Office: Akishima, Tokyo; President and CEO: Jun Kawakami; “Rigaku”), and Tohoku University (Sendai, Miyagi; President: Teiji Tominaga; “Tohoku University”) have established the Rigaku-Tohoku University Co-Creation Research Institute for X-ray Metrology: Beyond The Limits (the “Institute”) at Tohoku University on August 1, 2026. The Institute will advance X-ray metrology technology, develop new metrology methods, and foster the next generation of researchers through an initial three-year collaboration, with the possibility of extension based on its achievements. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260828688510/en/ Inside the Institute As semiconductors become smaller, more multilayered, and incorporate a wider range of materials, manufacturing processes are becoming increasingly complex. X-ray me
BLK: Portfolio Company of Enry’s Island S.p.A., Lists on Euronext Dublin28.8.2026 16:34:00 EEST | Press release
Enry’s Island S.p.A. (WBAG:EIOS), an international venture builder with headquarters in the Tremiti Islands and the Metaverse, announces that BLK Global PLC, one of the portfolio companies within its ecosystem, has successfully completed its admission to trading on Euronext Access Dublin. Trading in the company’s shares commenced on Friday, July 31, 2026, under ticker BLKX and ISIN GB00BPSKS130. BLK was one of the thousands of applications received by Enry’s Island which, following an assessment process based on the Enry’s Model, was selected for a one-year incubation and acceleration programme. The programme supported the company through its subsequent growth stages, ultimately leading to its current stock market listing. Alessandro Pacciana, Investor Relations Manager of Enry’s Island S.p.A., said: “BLK’s listing is the second stock market listing in two years among Enry’s Island’s portfolio companies, while Enry’s Island itself is the world’s first listed venture builder. We are pro
Zambon Announces European Commission Approval of Hopledo® for Adults with Parkinson's Disease and Moderate to Severe Motor Fluctuations28.8.2026 12:00:00 EEST | Press release
Zambon today announced that the European Commission (EC) has granted marketing authorization for Hopledo® (modified-release levodopa/carbidopa) for the treatment of adult patients with Parkinson’s disease and moderate to severe motor fluctuations who have not been sufficiently stabilized with oral levodopa/dopa decarboxylase (DDC) inhibitor-based treatment regimens. Zambon expects to begin the phased introduction of Hopledo® across European markets starting October 2026. The company is working closely with healthcare authorities and other stakeholders to support timely access for people with Parkinson’s disease who continue to experience moderate to severe motor fluctuations despite current oral therapies. Hopledo® is a first-in-class, oral, modified-release formulation of levodopa/carbidopa (LD/CD) approved for the treatment of motor fluctuations of Parkinson’s disease, the fastest growing neurological condition in the world according to the World Health Organization1. Despite availab
MTG-I2 Safely in Orbit, Unlocking Faster and Sharper Weather Monitoring Across Europe28.8.2026 11:16:00 EEST | Press release
The Meteosat Third Generation Imager 2 satellite (MTG-I2) has successfully passed its first critical post-launch milestones, completing the first full Meteosat Third Generation constellation in orbit. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260828243790/en/ Credit: Arianespace livestream The imager satellite MTG-I2 is safely in orbit and operating as expected following its successful launch yesterday at 22:11 CEST on board an Ariane 6 rocket from Europe’s Spaceport in French Guiana. Our teams have established communication with the spacecraft, which has also deployed its solar panels to ensure its autonomous production of energy. MTG-I2 is in perfect shape to start its Launch and Early Operations Phase that will bring it to a higher orbit, 36 000km above Earth over the following two weeks, where a longer period of calibration and validation of its instruments will begin. This summer’s extreme weather and wildfires hav
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