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
IQM Appoints Barbara Venneman, Vanguard Board Director and Former Global Head of Deloitte Digital, to its Board of Directors12.6.2026 19:36:00 EEST | Press release
IQM Quantum Computers, the global leader in superconducting quantum computers, today announced the appointment of Barbara Venneman to its Board of Directors. Venneman deepens the Board's expertise in digital transformation, enterprise technology commercialization, and global business scaling as IQM expands its commercial footprint worldwide. Additionally, CEO and Co-founder Jan Goetz will replace Co-founder Juha Vartiainen as the Founder representative on the IQM Board. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260612650938/en/ IQM Appoints Barbara Venneman, Vanguard Board Director and Former Global Head of Deloitte Digital, to its Board of Directors Ms. Venneman joins the IQM Board of Directors following a distinguished career at the intersection of advanced technology, strategy, and business transformation. She most recently served as Global Head of Deloitte Digital and previously held senior global leadership roles,
DEWA Organises Second Agentic AI Retreat at Al Shera’a, World’s Tallest, Largest and Smartest Net‑Positive Government Building12.6.2026 18:08:00 EEST | Press release
HE Saeed Mohammed Al Tayer, MD & CEO of Dubai Electricity and Water Authority (DEWA),has emphasised that DEWA deploys the latest Agentic AI technologies, in line with the vision to enhance its leading role and reinforce Dubai’s position as the city of the future. He made these remarks during the Agentic AI Executive Retreat DEWA organised at Al Shera’a, its new headquarters, which is the world’s tallest, largest and smartest net-positive government building. The event was attended by the executive leadership team and key stakeholders in digital transformation and artificial intelligence (AI), as well as representatives from SAP and McKinsey. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260612633834/en/ DEWA organises second Agentic AI Retreat at Al Shera’a, world’s tallest, largest and smartest net positive government building (Photo: AETOSWire) In his speech, Al Tayer said that DEWA is guided by directives from the wise l
BeOne Medicines’ Foundational Hematology Franchise Leads Next Era of B-Cell Cancer Innovation at EHA 202612.6.2026 13:00:00 EEST | Press release
BeOne Medicines Ltd. (Nasdaq: ONC; HKEX: 06160; SSE: 688235), a global oncology company, today announced new data from its foundational hematology franchise at the 2026 European Hematology Association (EHA) Congress in Stockholm. Updated results from tacabrutideg (BGB-16673), a potential best-in-class Bruton’s tyrosine kinase (BTK) degrader, demonstrated durable responses in pretreated relapsed/refractory (R/R) chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL), with early activity also seen in BTK inhibitor–naïve patients. These data are complemented by results from the all-oral combination of BRUKINSA® (zanubrutinib) plus next-generation BCL2 inhibitor BEQALZI™ (sonrotoclax; ZS), which continue to demonstrate rapid, deep, durable responses across multiple B-cell malignancies. Amit Agarwal, M.D., Ph.D., Chief Medical Officer, Hematology, BeOne Medicines, said: “BTK inhibition has reshaped the treatment of B-cell cancers, and we believe degradation is the next leap forwa
Cyviz: Microsoft’s Immersive Approach to Collaboration12.6.2026 10:00:00 EEST | Press release
Watch Video Case Study >> This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260612831180/en/ Watch Video Case Study >> https://www.cyviz.com/case-studies/microsoft-immersive-suite/ As business and technology environments grow more complex, establishing shared understanding across disciplines has become critical. The Immersive Suite is designed for active collaboration, where visual narratives, data, and technical content are explored interactively. This allows participants to test scenarios, align perspectives, and move more efficiently from discussion to decision. “We deliberately work with familiar tools like PowerPoint. That allows us to focus on storytelling and interaction rather than explaining technology, making collaboration more natural and effective,” says Joris Haverkort, Chief Technology Officer for Microsoft Netherlands. A key principle is simplicity at scale. Instead of relying on specialized tools, users build co
LTM Launches AI 1000 to Develop the Next Generation of Forward Deployed Engineers12.6.2026 09:14:00 EEST | Press release
LTM, the Business Creativity partner to the world’s largest enterprises, today announced AI 1000, a strategic workforce transformation initiative anchored by a dedicated Center of Excellence (CoE). The program will develop a pool of 1,000+ AI-certified engineers, including Forward Deployed Engineers (FDEs), to help enterprises adopt, deploy, and scale AI. The launch comes amid a major shift in enterprise tech talent. The FDE — among the fastest-growing roles in the AI ecosystem — combines the technical knowledge of LLMs and domain SLMs with business understanding to turn ideas into quantifiable ROI accretive outcomes and to drive client adoption. AI 1000 is LTM’s structured response to this shift: it provides the training, platforms, and governed career frameworks to develop FDEs at scale. AI 1000 takes an end-to-end approach to talent development via a four-stage model: Identify, Enable, Deploy, and Govern. It starts by identifying high-potential engineers using a proprietary AI Readi
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