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
DDN Selected to Modernize Research Data Infrastructure at UNSW Sydney26.10.2026 23:30:00 EET | Press release
DDN, the global leader in AI and data intelligence solutions, today announced that UNSW Sydney has selected DDN to deliver a new research data storage environment as part of the university’s Research Data Experience (RDE) program. Working with Australian software company Arcitecta, DDN will combine its EXAScaler parallel file system with Arcitecta’s Mediaflux® data management platform to help researchers spend less time managing data and more time using it. Following an extensive 18-month evaluation, UNSW selected an integrated approach that will replace 11 legacy storage systems with a coordinated environment for high-performance storage and enterprise data management. The decision reflects a broader challenge facing research-intensive institutions: how to support rapidly expanding scientific datasets while simplifying infrastructure, improving data accessibility and managing long-term costs. Built for data-intensive research, high-performance computing and AI workloads, DDN EXAScaler
Agent Assurance by TestMu AI Is Now Generally Available, Letting Teams Test What Their AI Agents Actually Change26.10.2026 17:15:00 EET | Press release
TestMu AI (formerly LambdaTest), the world's first Agentic AI-powered Quality Engineering platform, today announced the general availability of Agent Assurance. Agent Assurance tests AI agents that take actions, such as calling tools, writing files, and changing records, by checking what a run actually changed rather than what the agent says it did. Any team can now create a TestMu AI account and run it against its own agent without booking a demo first. Agent Assurance launched on August 17, 2026, behind a waitlist and a guided onboarding session. Since then, Rook, the CLI that runs Agent Assurance, has shipped a steady run of releases, shaped by feedback from early teams. Agent evaluation has mostly graded the final reply, and that reply can be wrong about the agent's own work. In CXBench, a benchmark of LLM agents in regulated customer-experience workflows published in October 2026, 80.1% of runs that reached the right outcome still failed the process checks, and only 13.8% passed b
Actiphy Announces ImageServer for Centralized Backup Storage and Post-Backup Processing26.10.2026 17:13:00 EET | Press release
Actiphy™, Inc., a provider of backup, disaster recovery, and virtualization software, today announced Actiphy ImageServer™, a centralized platform for storing, managing, verifying, and replicating backups created with ActiveImage Protector™. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20261026410729/en/ Actiphy ImageServer Console ImageServer combines the management capabilities of Actiphy ImageCenter™ with the secure storage of Actiphy StorageServer™. By moving Verify, Replication, Consolidation, and BootCheck™ to a dedicated server, ImageServer reduces processing load on protected systems and simplifies backup administration. As organizations protect more systems and retain more backup generations, storage and administrative demands grow. ImageServer addresses these challenges by centralizing backup storage and management and automating post-backup processing. Key capabilities include: Inter-File Deduplication™ — Identifi
Dubai Chambers Launches World's First Agentic AI Marketplace by a Chamber of Commerce26.10.2026 17:06:00 EET | Press release
Dubai Chambers has launched Chamber AI Hub, the world's first Agentic AI marketplace developed by a chamber of commerce, enabling businesses in Dubai to access ready-to-use AI agents that independently perform a range of administrative and operational tasks. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20261026467531/en/ H.E. Sultan bin Saeed Al Mansoori Chairman of Dubai Chambers. (Photo: AETOSWire) The marketplace currently offers 22 specialised AI agents across seven business functions including Compliance, Procurement, Operations, Finance, Sales, Human Resources, and Logistics. The offering is set to expand to 100 agents. The initiative supports Dubai's efforts to accelerate the adoption of Agentic AI across the private sector, helping businesses enhance efficiency, strengthen competitiveness, and transform their operating models. H.E. Eng. Sultan bin Saeed Al Mansoori, Chairman of Dubai Chambers, commented: “Success in
Media Release: Allianz Beach Arena for the LA28 Olympic and Paralympic Games Joins the Allianz Family of Stadiums26.10.2026 16:37:00 EET | Press release
For the first time in Olympic and Paralympic history, a competition venue will carry the Allianz name. The Allianz Beach Arena in Long Beach, California, for the LA28 Olympic and Paralympic Games will become the newest member of the Allianz Family of Stadiums. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20261026919959/en/ Allianz's "custom A" emblem for LA28. From Horse Guards Parade in London to Copacabana Beach in Rio and the Eiffel Tower in Paris, Olympic Beach Volleyball has always found its home in iconic settings around the world. At the LA28 Games, that home will carry the Allianz name. Allianz is proud to help celebrate this exciting sport in Long Beach, a city in the southern part of Los Angeles County where beach volleyball is part of everyday life and local culture. Set right on the Long Beach waterfront, the nearly 15,000 seat temporary arena will host the Olympic Beach Volleyball and the Paralympic Blind Footba
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