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
EcoOnline Recognised as a Leader in Verdantix Green Quadrant: EHS Software 2026 for Third Time21.9.2026 19:43:00 EEST | Press release
EcoOnline, the global provider of software that transforms how organisations protect people and the planet, has been recognised for the third consecutive time as a Leader in the independent Verdantix Green Quadrant: EHS Software 2026 report, with market-leading strength in Safety Management. The assessment evaluated leading vendors of environmental, health and safety software vendors across a range of capabilities and customer buying signals. Verdantix recognised EcoOnline’s strength in the areas organisations rely on to protect workers every day: Safety Management, Chemicals Management, AI-enabled Training and Contractor Safety. It reflects the changing needs of EHS buyers, who are increasingly looking for integrated platforms that connect everyday safety with broader operational risk and crisis preparedness. EcoOnline achieved the highest score for Safety Management, reflecting the breadth of the platform’s capabilities across the processes organisations use to identify, mitigate, ma
rhode Announces the Return of Limited Edition Favorites and New Exclusives at Sephora Across Europe and the U.K.21.9.2026 16:00:00 EEST | Press release
rhode, the beauty brand founded by Hailey Rhode Bieber and part of e.l.f. Beauty (NYSE: ELF), has announced that two community-favorite Peptide Lip Tints and a new Sephora-exclusive bag will launch at Sephora across Europe and the U.K. to celebrate the brand’s launch into Sephora in Europe on September 30, 2026. These items will join the brand’s assortment of high-performance skincare and hybrid makeup. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260921199856/en/ rhode announces the return of limited edition favorites and new exclusives at Sephora across Europe and the U.K. To mark the occasion with Sephora across Europe and the U.K., rhode is offering early access to purchase fan-favorite, previously limited edition Peptide Lip Tint in Pretzel at Sephora in Europe and the U.K. on the brand’s launch date September 30, before the product joins rhode’s permanent assortment globally on rhodeskin.com on October 1 and at all r
Pierre Le Manh to Step Down as PMI President and CEO21.9.2026 15:45:00 EEST | Press release
Project Management Institute (PMI), the leading authority in project management, today announced that Pierre Le Manh has decided to step down as President and Chief Executive Officer, effective September 30, 2026. Johannes Heinlein, Chief Growth Officer, has been appointed Interim President & Chief Executive Officer of PMI, also effective September 30, 2026. Pierre Le Manh joined PMI in September 2022. During his four-year tenure, he led the development and execution of PMI’s current strategy, strengthened its leadership team, expanded its capabilities through acquisitions and partnerships, and positioned PMI for a profession being rapidly transformed by artificial intelligence and a greater focus on project success. “On behalf of the Board, I want to thank Pierre Le Manh for his leadership and his commitment to PMI,” said Ike Nwankwo, Chair of the PMI Board of Directors. “PMI has a clear strategy, a strong leadership team and significant momentum. Pierre leaves the organization well p
Lenovo and Schneider Electric Partner to Bring Decarbonization Tools and Expertise to IT Channel Partners21.9.2026 15:10:00 EEST | Press release
Lenovo today announced that Schneider Electric, a global energy technology leader, will join Lenovo 360 Circle as a strategic ally to bring decarbonization expertise and management tools directly to IT channel partners. Lenovo 360 Circle is Lenovo’s global sustainability community, bringing together channel partners worldwide to collaborate on shared challenges, accelerate sustainability transformation, and turn sustainability ambitions into business opportunities. Through its Allyship program, Lenovo 360 Circle connects partners with leading technology and industry organizations to enable collaboration and provide access to specialized expertise that helps partners accelerate their sustainability goals. As its newest strategic ally, Schneider Electric will bring its Decarbonization Champion initiative to the community, giving eligible members access to carbon management tools and hands-on support from Schneider Electric Advisory Services specialists to measure their emissions, identif
Serbian Biotech Startup Takes Its Journey from Belgrade to Cambridge with Documentary on Longevity Science21.9.2026 14:02:00 EEST | Press release
BioEridan, a Serbian biotechnology startup backed by Telekom Srbija Group’s TS Ventures Fund, has premiered a new documentary showcasing its development of underwater Aquafarms and its ambition to contribute to the next generation of longevity science. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260921345879/en/ BioEridan Documentary Premiere BioEridan: Science Beneath the Surface premiered in Belgrade on September 15 before being screened the following day at a UK-Serbia Health, Digital Transformation & Innovation roundtable held at Christ’s College, University of Cambridge, as part of Cambridge Tech Week 2026. The roundtable brought together prominent representatives from the UK and Serbia across science, healthcare, technology, academia and business to discuss opportunities for collaboration, innovation and the commercialisation of scientific research. The documentary follows BioEridan’s development from an early scien
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