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
ClickHouse Appoints New Leader for Asia Pacific and Expands Global Go-To-Market Leadership Team9.6.2026 01:45:00 EEST | Press release
ClickHouse, a leader in real-time analytics, data warehousing, observability, and AI/ML, today announced a significant expansion of its global go-to-market (GTM) leadership team, headlined by the appointment of Ed Lenta as Vice President, Asia Pacific and Japan (APJ). The additions build on the momentum established last year with the appointment of Kevin Egan as Chief Revenue Officer, and reflect ClickHouse's strategic investment in scaling its global organization to meet surging customer demand. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260608754768/en/ Ed Lenta, Vice President, Asia Pacific and Japan (APJ), ClickHouse Lenta joins ClickHouse to lead the company's go-to-market efforts across the APJ region. He brings deep experience scaling cloud and data platform businesses across the region, most recently as General Manager of Asia Pacific and Japan at Databricks, where he managed operations across more than twenty co
Money20/20 Europe Celebrates Ten Years of Industry Leadership as AI, Digital Assets and Financial Sovereignty Take Centre Stage8.6.2026 18:37:00 EEST | Press release
Money20/20, the world's leading fintech show and the place where money does business, celebrated a major milestone with its 10th Europe edition, convening more than 7,500 attendees, one in three at C-suite level, and over 2,300 companies from over 105 countries in Amsterdam, for three days of industry-defining announcements, strategic partnerships, and dealmaking that set the agenda for the future of financial services. Featuring more than 450 speakers across six stages, Money20/20 Europe welcomed leaders from banking, fintech, payments, policy, technology and digital assets to explore the forces reshaping the future of money. “This year’s show demonstrated that financial services have entered a new phase of transformation,” said Bryony Naylor, Vice President of Money20/20 Europe. “Across the show floor and on stage, we saw leaders move beyond discussing what’s next to actively building it. From AI and digital identity to financial sovereignty and digital assets, the conversations and
Liberty Latin America Selects BTS as Exclusive A2P Messaging Managed Services Partner Across All Its Markets8.6.2026 18:36:00 EEST | Press release
BTS announced today that it has been chosen as the exclusive provider of managed A2P SMS services for Liberty Latin America (LLA), supporting the company’s efforts to strengthen revenue protection, fraud mitigation, traffic intelligence, and operational visibility across its markets. The agreement reinforces LLA’s A2P messaging strategy throughout a broad regional footprint and establishes a coordinated operating model to improve control, visibility, and monetization of A2P traffic across its markets. The partnership will support revenue maximization, stronger fraud protection and grey-route mitigation, enhanced real-time traffic visibility, operational reporting and analytics, revenue assurance, and 24x7x365 managed services support. The agreement spans 25 markets and reflects a high level of operational trust in BTS’ ability to deliver consistent performance across diverse regulatory, technical, and commercial environments. “This agreement gives us a stronger and more consistent oper
The Estée Lauder Companies Strengthens UK Manufacturing Network as Whitman Facility Celebrates 60 Years of British Craftsmanship8.6.2026 18:14:00 EEST | Press release
As The Estée Lauder Companies’ (NYSE: EL) Whitman manufacturing facility celebrates its 60th anniversary, the company today announced a strategic investment that will strengthen its UK manufacturing network, further reinforcing its long-standing commitment to British craftsmanship, innovation, and growth in prestige fragrance. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260608415843/en/ From left to right: Jo Dancey, Global Brand President, Jo Malone London; Alex Gregorian, SVP, Global Manufacturing & Engineering; Roberto Canevari, Chief Value Chain Officer; Nadine Graf, President, EUKEM; Stéphane de La Faverie, President and Chief Executive Officer; William P. Lauder, Chair of the Board of Directors; Maria Genouzos, VP, EUKEM and APAC Manufacturing; Pernilla Nyberg, SVP, General Manager, UK & Ireland; Jamal Chamariq, SVP, EUKEM & TR Value Chain; and Ben Smith, Whitman Plant Manager, celebrate the 60th anniversary of The
IQM and Real Asset Acquisition Corp. Announce Effectiveness of Registration Statement for Proposed Business Combination8.6.2026 17:16:00 EEST | Press release
IQM Finland Oy, a global leader in full-stack superconducting quantum computers (“IQM”, “IQM Quantum Computers” or the “Company”), and Real Asset Acquisition Corp. (Nasdaq: RAAQ), a special purpose acquisition company (“RAAQ”), announced today that the registration statement on Form F-4 (the “Registration Statement”), relating to their previously announced business combination, has been declared effective by the U.S. Securities and Exchange Commission (“SEC”) on June 5, 2026. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260608520188/en/ IQM Radiance quantum computer The extraordinary general meeting of RAAQ’s shareholders in connection with the proposed business combination (the “Extraordinary General Meeting”) will be held on June 25, 2026. The proxy statement/prospectus relating to the Extraordinary General Meeting was mailed to RAAQ’s shareholders of record as of the close of business on June 3, 2026 (the “Record Date”)
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