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
Bending Spoons has entered into a definitive agreement to acquire Airtable for $1.285 billion4.8.2026 09:30:00 EEST | Press release
Bending Spoons S.p.A. (NASDAQ: BSP) announced that it has entered into a definitive agreement to acquire Airtable, in an all-cash transaction that values Airtable at an enterprise value of $1.285 billion, which, together with Airtable’s current net cash-and-cash-equivalents balance, implies an equity value of approximately $2.25 billion. The acquisition is subject to customary closing conditions and approvals, including regulatory approvals. “We’re looking forward to welcoming Airtable into Bending Spoons,” said Luca Ferrari, Bending Spoons CEO and co-founder. “Airtable is a pioneering brand reshaping how teams organize data and manage critical workflows. The value being delivered is reflected in annual recurring revenue growing over 20% YoY to approximately $480 million as of June 2026, and joining forces with Bending Spoons will accelerate innovation even further. We’re committed to investing in Airtable for the long run, and doubling down on its core strength: bringing teams and wor
4Moving Biotech Completes Enrollment in Phase 2a INFLAM MOTION Study Evaluating First-in-class Intra-articular GLP-1 Therapy Targeting Synovitis as a Driver of Pain and Disease Progression in Knee Osteoarthritis4.8.2026 08:00:00 EEST | Press release
4Moving Biotech (4MB), a clinical-stage biotechnology company dedicated to developing first-in-class therapies for inflammatory knee osteoarthritis, today announced the completion of patient enrollment in INFLAM MOTION, its international Phase 2a proof-of-concept study. The trial is evaluating the efficacy and safety of 4P004, an investigational intra-articular GLP-1 receptor agonist designed to address the inflammatory mechanisms underlying both symptoms and disease progression in knee osteoarthritis. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260803530661/en/ 4Moving Biotech completes enrollment in Phase 2a INFLAM MOTION study evaluating first-in-class intra-articular GLP-1 therapy targeting synovitis as a driver of pain and disease progression in knee osteoarthritis INFLAM MOTION is a multicenter, randomized, double-blind, placebo-controlled Phase 2a clinical trial conducted across Europe, the United States and Canada
ClickHouse Launches ClickHouse Labs With Andy Pavlo as VP of Database Research3.8.2026 16:30:00 EEST | Press release
ClickHouse today announced the launch of ClickHouse Labs, a new research group led by Andy Pavlo, one of the database industry’s most prominent researchers. Dr. Pavlo joins ClickHouse as Vice President of Database Research and will build a team dedicated to advancing the state of the art in database systems. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260803890510/en/ Andy Pavlo, VP of Database Research, ClickHouse Pavlo is an award-winning database researcher and professor at Carnegie Mellon University’s Computer Science Department. He is known throughout the database community for his work on autonomous databases, transaction processing, and large-scale data analytics. At ClickHouse, he will bring that expertise to some of the most ambitious and consequential challenges facing modern data systems, as AI reshapes the demands placed on all data-intensive workloads. “At ClickHouse, we are interested in finding new and inno
Lehman Brothers Treasury Considers Sale and Final Wind-Down3.8.2026 16:30:00 EEST | Press release
Lehman Brothers Treasury Co. B.V. in liquidation (“LBT”) today, through its U.S. counsel Herbert Smith Freehills Kramer (USA) LLP, announced that LBT is considering a final wind-down of its estate. In connection therewith, LBT has retained Seaport Loan Products LLC as its exclusive placement agent in connection with the potential sale of LBT’s principal remaining asset – a $19.6 billion Class 4A allowed claim against Lehman Brothers Holdings Inc. (the “LBHI Claim”). LBT expects the sale to occur, if at all, in August 2026. To the extent the LBHI Claim is sold, LBT expects to make a final distribution to the holders of its existing notes and thereafter facilitate the cancellation of those notes and the final wind down of its estate in September 2026. The foregoing is subject to further consents and authorizations and LBT retains sole discretion to abandon or otherwise discontinue any sale process at any time. Accordingly, there can be no assurances that the sale process will be conducte
EuroTeleSites Strengthens Operations One Year into Sitetracker Partnership3.8.2026 16:00:00 EEST | Press release
EuroTeleSites, one of Central and Eastern Europe's leading independent tower companies, today announced the results of its first year in partnership with Sitetracker, the leading global Asset Lifecycle Management platform. One year into the deployment, EuroTeleSites reports meaningful progress in its digital transformation, with measurable improvements in operational efficiency, cross-market transparency, and project coordination across its six-country footprint. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260727009809/en/ EuroTeleSites Strengthens Operations One Year into Sitetracker Partnership Driving Efficiency in a Complex, High-Investment Environment EuroTeleSites invests approximately 25% of its revenue into capital expenditures in 2026, funding the construction and upgrade of tower infrastructure across Central and Eastern European markets. Managing this level of scale and complexity demands robust digital support
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