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
RecVue Launches First AI Native Agentic Revenue Operating System21.7.2026 16:03:00 EEST | Press release
RecVue, the leader in billing and revenue management solutions, today announced the evolution of RecVue RevOS into the industry's first Agentic Revenue Operating System. In an architectural shift, the now-native agentic revenue management platform moves revenue operations beyond AI-assisted workflows to fully governed, autonomous execution with more than 50 purpose-built agents that work across contracts, invoices and payment data to predict risk, surface anomalies and escalate exceptions throughout the quote-to-cash lifecycle. Enterprise revenue operations have long suffered from a structural gap between billing systems that generate invoices and ERP systems that record transactions. Finance teams face tedious, manual reconciliation month after month, often resulting in delayed cash, billing errors that generate disputes, revenue leakage from ungoverned contract changes and close cycles that consume weeks. “Enterprise RevOps has always demanded both speed and precision, but traditiona
Yubico Extends Passkeys Beyond Trusted Authentication to Verified Authorization with Launch of YubiKey 5.821.7.2026 16:00:00 EEST | Press release
Yubico (NASDAQ STOCKHOLM: YUBICO), the pioneer of phishing-resistant authentication and creator of the original passkey, the YubiKey, today announced the general availability of its YubiKey 5.8 – marking an expansion of the role of the passkey from secure authentication to include verifiable, hardware-backed authorization. The new firmware delivers a foundation for secure enterprise workflows across identity wallets, document signing, and AI-driven approvals, while also providing developers with the critical capabilities needed to test, design and deploy these next-generation security features early. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260721286409/en/ As generative and agentic AI mature to drive rapid, automated cyberattacks, traditional multi-factor authentication (MFA) is failing to keep pace. Security leaders now face a challenge globally: securing not just who logs into a system, but exactly what actions a us
Gurobi Publishes Inaugural State of Mathematical Optimization in Academia Report21.7.2026 16:00:00 EEST | Press release
Gurobi Optimization, LLC, the leader in decision intelligence technology, today announced the publication of its inaugural State of Mathematical Optimization in Academia Report. Based on surveys of over 1,180 faculty and students who actively use Gurobi, the report examines how optimization is being taught, used in research, and applied across academia today—as well as use cases that could benefit from a combination of generative AI (GenAI) with optimization. Gurobi’s research highlights the importance of making optimization education and tools accessible to students and instructors. “Mathematical optimization is powering some of the most effective decision-making across today’s enterprises, and the academic community is key to advancing its theory and practice,” said Duke Perrucci, CEO, Gurobi. “By exploring how students, researchers, and educators are teaching and applying optimization—especially in tandem with evolving GenAI solutions—we can better support the next generation of dec
ExaGrid Announces a Record Bookings and Revenue Quarter21.7.2026 15:00:00 EEST | Press release
ExaGrid®, the world’s largest independent backup storage vendor providing Tiered Backup Storage with the most comprehensive security and AI-Powered Retention Time-Lock for Ransomware Recovery, today announced that it had a record quarter of bookings and revenue in the second quarter ending June 30, 2026, with double-digit revenue growth over Q2 of 2025 and double-digit revenue growth for the first six months of 2026 over 2025. In addition, ExaGrid remained P&L, EBITDA, and free cash flow positive for the 22nd consecutive quarter. The company is 100% debt-free, demonstrating strong financial health as a company. ExaGrid added 207 new customers in Q2 2026, including 99 six- and seven-figure new customer deals in the quarter, with five of those over $1M each. Highlights of Q2 2026: Strong competitive win rate at over 80% for the quarter. Brought on 207 new customers. 99 six- and seven-figure new logo customer deals. Over 5,200 organizations protect their data with ExaGrid Tiered Backup St
Alpaca Launches German Equities Trading via Deutsche Börse Xetra21.7.2026 14:00:00 EEST | Press release
Alpaca, a global leader in agent-first brokerage infrastructure, today announced that its broker partners can now offer trading in German equities through Deutsche Börse Xetra, providing access to one of Europe’s largest equity markets. The launch marks the first phase of Alpaca’s broader global equities initiative. In the coming months, Alpaca expects to roll out access to additional major international exchanges, including Hong Kong Stock Exchange, London Stock Exchange, Saudi Exchange, Euronext Paris, and Korea Exchange, with additional markets planned. Germany is the largest economy in Europe and the third largest in the world, behind the United States and China. Through Xetra, Alpaca’s broker partners can offer access to hundreds of German equities, including shares in companies such as SAP, Siemens, Allianz, BMW, Deutsche Bank, Adidas, and Bayer, across sectors including technology, manufacturing, financial services, and healthcare. "Investors increasingly expect access beyond U.
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