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
Taktile Secures $110M in Goldman Sachs-led Series C to Power AI Transformation in Financial Institutions24.6.2026 16:30:00 EEST | Press release
Taktile, the leader in AI transformation for financial institutions, today announced its $110 million Series C fundraise. Growth Equity at Goldman Sachs Alternatives led the round, with participation from Balderton Capital, Index Ventures, Tiger Global, Y Combinator, and Dig Ventures. Taktile Fast Facts Taktile enables banks and insurers to transform into AI-native organizations that are increasingly powered by autonomous agents. Demand for Taktile accelerated in 2025, as AI models became capable of automating high-stakes decisions that previously required hours of manual work—from underwriting business loans and assessing claims to catching financial crime. Customers automate and optimize decisions with Taktile by combining its financial services expertise and product built for sector-specific AI use cases. One of the world’s largest insurers is running multiple use cases on Taktile, with projected cost efficiencies of over $90M in claims processing alone. Taktile’s team has a proven
New MetLife Study Reveals a 72% “Confidence Gap” in Ability to Recover from Life's Setbacks24.6.2026 16:25:00 EEST | Press release
A new multinational study from MetLife reveals a striking “confidence gap”: while most adults describe themselves as resilient, their confidence drops by 72% when faced with real-life setbacks. The Confident Pathways Report, conducted across the United States, United Kingdom, Japan, and Mexico, was designed to better understand how confidence is built and sustained throughout life. The findings underscore the role of opportunity, preparedness, and support in building confidence - factors that help people navigate uncertainty, recover from setbacks and pursue their goals. At a time when soccer is bringing people and communities together around the world, the findings also highlight how early childhood experiences such as sports, education, and mentorship can help foster resilience and gain confidence from a young age. Key findings across the four countries surveyed include: Confidence drops by 72% when adults consider their ability to recover from setbacks. Respondents were far more lik
StatLab Launches CytoPath Disc, Advancing Standardized Cell Block Preparation Worldwide24.6.2026 16:08:00 EEST | Press release
StatLab Medical Products, a leading global developer and manufacturer of pathology supplies and equipment, today announced the global launch of the CytoPath Disc, an innovative cell block preparation technology designed to standardize and simplify cell block preparation. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260624368623/en/ Developed as an alternative to traditional cell block methods, which convert concentrated cells suspended in fluid into a paraffin-embedded format for slide-based evaluation, the patent‑pending CytoPath Disc offers a more streamlined and efficient approach. The CytoPath Disc absorbs concentrated cells within a simple, sponge-like matrix, which is then processed, embedded, stained, and sectioned using standard histology workflows. Traditional cell block preparation methods often present challenges in achieving consistent results due to complex procedures, as well as the need for additional equipm
TensorX Launches With €8M Seed Funding Round Led by Darius Cubed Ventures for Bet on European Sovereign AI Infrastructure With Plans to Deploy up to €100M in NVIDIA Blackwell GPUs24.6.2026 16:07:00 EEST | Press release
A team of Irish founders has committed €8 million to Nvidia Blackwell GPUs, including the latest B300 chips, to launch TensorX, a sovereign AI inference platform designed for Europe's AI builders, trusted by regulated industries and already generating revenue from paying customers. The company was founded by Shane Morton, is part of the NVIDIA Inception program and is partnering with Dell on sourcing GPU hardware. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260528791384/en/ (From left to right): Craig Donnelly, Shane Morton, Nicole Morton, Tim Grant At a time when enterprises are racing to adopt artificial intelligence but most remain unwilling to let their data leave European jurisdiction, TensorX offers high-performance inference with zero data retention, running entirely on dedicated hardware in Dublin and Helsinki. TensorX is also in advanced talks around a financing facility to further expand its European footprint,
Clearwater Analytics Benchmarks Private Credit Strategy, Performance, and Risk Across Institutional Portfolios24.6.2026 16:00:00 EEST | Press release
Clearwater Analytics (NYSE: CWAN) today released Credit Where It’s Due: The Persistent Rise of Private Credit, its first comprehensive study of how private credit has reshaped institutional portfolios. The report draws on holdings and transactions data from the Clearwater platform, which spans $10 trillion in institutional assets across 60 asset classes. It documents private credit exposure, examines how the asset class has contributed to returns, and identifies where investment risks concentrate. The findings challenged a narrative centered on systemic contagion. Instead it found the systemic risks were idiosyncratic, concentrated on specific balance sheets that are largely hidden from investors without the right infrastructure. “At Clearwater, we are no strangers to the rise of private credit. Assets on our platform have grown nearly 20% over the last two years alone,” said Kirat Singh, President of Risk and Alternative Assets at Clearwater Analytics. “This report was born from what
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