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
Grindr for Equality Commits to Connecting 10M to HIV Prevention by 202827.7.2026 17:31:00 EEST | Press release
Today at the 2026 International AIDS Conference, Grindr for Equality committed to connecting ten million LGBTQ+ people to HIV prevention by 2028, leveraging its platform reach to advance the global effort to end HIV by 2030. The commitment is rooted in Closing the Gap, a new Grindr for Equality report drawing on survey data from Grindr users across ten countries. The central finding is consistent across countries: people know about PrEP but they are not taking it. The barrier is access and the funding that existed to address it is disappearing. "Connecting people is what Grindr does at a scale and in communities that traditional public health systems don't effectively reach," said George Arison, CEO and Chairman of Grindr (NYSE: GRND). "The global HIV response is losing critical funding at the exact moment we should be accelerating to end HIV by 2030. Grindr has the reach and the responsibility to help close that access gap -- and we are proud to step up." Fifteen million people use Gr
InterSystems Launches Data Studio AI Assistant to Accelerate Enterprise Data Exploration and Insights27.7.2026 17:00:00 EEST | Press release
InterSystems, a creative data technology provider powering some of the world's most important applications, today announced the general availability of InterSystems Data Studio™ AI Assistant, a new generative AI-powered extension for InterSystems Data Studio that helps organizations more easily understand, navigate, query, and visualize data through natural language interactions. As organizations move from AI experimentation to production deployments, many are discovering that the greatest challenge is not the AI model itself, but providing AI systems with access to trusted, current, and business-ready information. Enterprise data is often fragmented across applications, databases, cloud services, files, data warehouses, and departmental silos, making it difficult for users and AI systems to generate reliable insights. “Organizations are increasingly looking for ways to turn their data into actionable intelligence without adding complexity,” said Scott Gnau, Senior Vice President, Data
PMI U.S. Opens $1.2 Billion Aurora Campus, Strengthening U.S. Manufacturing and Export Capabilities27.7.2026 15:00:00 EEST | Press release
Philip Morris International Inc.’s (PMI) (NYSE: PM) U.S. businesses (PMI U.S.) today celebrated the opening of its Aurora, Colorado manufacturing campus, a landmark investment representing total capital expenditures of $1.2 billion from 2024-2028. The campus expands the company’s domestic manufacturing capabilities, strengthens supply chain resilience, and positions Aurora as a strategic production and export hub supporting future growth. The site began commercial production in July 2026 and produces ZYN nicotine pouches, joining PMI U.S.’s growing modern nicotine manufacturing network, which includes operations in Owensboro, Kentucky, and Wilson, North Carolina. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260727514086/en/ PMI U.S. Opens $1.2 Billion Aurora Campus, Strengthening U.S. Manufacturing and Export Capabilities Situated on a 148-acre site, the approximately 780,000-square-foot campus is PMI’s first greenfield ma
Tecnotree Strengthens LATAM Growth with New Digital Transformation Contracts Worth USD 8.8 Million27.7.2026 14:20:00 EEST | Press release
Tecnotree, a global leader in AI-native Digital Business Support Systems (BSS) and digital platform solutions, today announced it has secured new digital transformation contracts across Latin America with a combined value of USD 8.8 million, reinforcing the company’s continued commercial momentum and expanding its presence across one of its key strategic growth markets. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260727931342/en/ Tecnotree Strengthens LATAM Growth with New Digital Transformation Contracts Worth USD 8.8 Million Across the engagements, Tecnotree will deploy its AI-native digital platform and B2B Marketplace for enterprises to simplify customer and business operations through intelligent digital engagement, real-time monetization, digital commerce and partner ecosystem management and AI driven marketing and experience management. By providing a unified digital foundation, the platform enables communications
Pure Lithium Corporation Appoints Mercedes-Benz Battery Veteran Dr. Tobias Glossmann as Chief Product Officer27.7.2026 14:00:00 EEST | Press release
Pure Lithium Corporation, a vertically integrated next-generation lithium metal battery company and developer of the patented Brine to Battery™ technology, today announced the appointment of Dr. Tobias Glossmann as Chief Product Officer. In this role, Dr. Glossmann will lead product and technology strategy, guiding the translation of Pure Lithium’s battery science into engineered products and directing the company’s product engineering efforts. Dr. Glossmann joins Pure Lithium after a 25-year career across Mercedes-Benz companies, most recently serving as Principal Systems Engineer at Mercedes-Benz Research & Development North America. His work spanned advanced battery technology development, from materials through complete battery systems, and he held companywide responsibility for high voltage safety. His career began in 2001 with battery systems development at DaimlerChrysler in Ulm, Germany, and later in Michigan, giving him more than two decades of experience across cell chemistry
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