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
Sharjah Advocates More Dominant Role for Women in Technology under 2050 Roadmap24.9.2026 19:38:00 EEST | Press release
As artificial intelligence reshapes global economies, the UAE is placing women at the heart of its global ambitions positioning them not only as participants, but as key contributors to the AI future. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260924186173/en/ Women leaders and technology experts during a session at the Women in Technology 2026 Forum in Sharjah (Photo: AETOSWire) The message was echoed by Her Highness Sheikha Bodour bint Sultan Al Qasimi, Chairperson of the Sharjah Research, Technology and Innovation Park (SPARK), who urged women to move beyond participation in technology to playing a leading role in shaping the future. Addressing the seventh edition of the Women in Technology 2026 Forum, hosted by SPARK on the theme “The 2050 Mindset,” HH Sheikha Bodour said: “2050 may seem far away, but it is being shaped by the decisions we make, the research we fund and the technologies we develop today. Women must t
MultiBank Group Founder and Chairman Naser Taher Named Financial Leader of the Year at Gulf Business Awards 202624.9.2026 18:39:00 EEST | Press release
Naser Taher, Founder and Chairman of MultiBank Group, one of the world’s largest financial derivatives institutions, was named Financial Leader of the Year at the Gulf Business Awards 2026. Presented during a ceremony held on 23 September at The Ritz-Carlton JBR, Dubai, the award was part of the Editor’s Choice category. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260924454616/en/ Naser Taher, Founder and Chairman of MultiBank Group, one of the world’s largest financial derivatives institutions, was named Financial Leader of the Year at the Gulf Business Awards 2026 The recognition comes after Taher lead the expansion of MultiBank Group for more than two decades, from its founding in 2005 to a financial institution serving more than four million clients across 100 countries today. Under his leadership, the Group has built a presence under more than 18 financial regulators across five continents and recorded daily trading
Multiple Industry Honors Reinforce CSG/Netcracker Leadership in Customer Journey Orchestration and AI Innovation24.9.2026 18:05:00 EEST | Press release
The next phase of customer experience hinges on how well brands turn customer data into relevant communications, real-time action, and responsible, proven AI use. CSG® and Netcracker Technology today announced that CSG has been named a Leader in The Forrester Wave™: Customer Journey Orchestration Platforms, Q3 2026, with the highest possible scores in 19 of 23 Forrester Wave™ criteria. CSG Xponent, a best-in-class customer engagement platform, helps brands land timelier, more relevant communications that drive customer action, secure loyalty, and bolster measurable business results. The Forrester Wave™: Customer Journey Orchestration Platforms states that, “CSG earns superior scores across the core journey intelligence and orchestration capabilities that define this market. Its excellent journey simulation, predictive intelligence, and decisioning capabilities help organizations evaluate likely outcomes before introducing changes into live journeys, improving decision confidence and re
Vasion Ⓡ Enhances Global Partner Program to Accelerate AI-Powered Automation24.9.2026 17:05:00 EEST | Press release
VasionⓇ, the Intelligent Print Automation platform trusted by more than 14,000 organizations worldwide, today unveiled a comprehensive refresh of its Global Partner Program. The program delivers the resources partners expect from Vasion: always-on incentives, structured onboarding, elevated enablement, and a rebuilt portal experience, all engineered to help partners scale, compete, and deliver stronger customer outcomes as agentic AI reshapes how enterprises automate work. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260924791639/en/ Agentic print and document workflow environments remain an overlooked channel opportunity, as enterprises race toward agentic automation. IDC forecasts that by 2026, 40% of all Global 2000 job roles will involve working with AI agents, redefining long-held traditional entry-level, mid-level, and senior-level positions [1]. IDC's research points to this new class of AI reshaping not just how fa
The Only AI Crypto Lead Prioritization Solution Built With Law Enforcement, for Law Enforcement: Elliptic Launches Pulse24.9.2026 16:15:00 EEST | Press release
Elliptic, the global leader in on-chain risk, today launched Pulse. Pulse puts crypto lead prioritization directly in the hands of every frontline law enforcement and government officer. Crypto now touches every part of law enforcement, from the patrol officer on the street to the detective assigned to investigate the case. Pulse gives each of them a quick, accurate financial summary and a starting point: whether that's a crypto address on a suspect's phone, in a scam ATM victim's receipt, uncovered during a vehicle or pocket search, or found at the scene of an overdose, an arrest, or a seizure. An officer can input anything that looks like a wallet address or transaction hash. Pulse identifies it, reasons over the result, and returns a summary in plain language, enough for the officer to decide on the spot whether the case needs escalation. If a case needs further investigation, one click sends the full analysis forward, not just the evidence. The criminal investigations division gets
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