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
Prodalim Unveils a New Brand Identity Reflecting Its Evolution into a Global Natural Ingredients and Solutions Powerhouse10.9.2026 09:00:00 EEST | Press release
Prodalim, a global leader in juice solutions and specialty ingredients, unveiled today a new brand identity reflecting the company's evolution and accelerated transformation into a global platform delivering high-value natural ingredients and tailored offerings for F&B companies worldwide. The new brand identity celebrates Prodalim's heritage while reflecting the company it has become: a trusted global partner offering a growing portfolio of ingredients, technologies and end-to-end solutions. Supported by its recent successful IPO earlier this year, Prodalim has expanded its specialty ingredients capabilities, helping customers develop natural, clean-label products that meet consumers’ uncompromising expectations for taste, health, and nutrition. "'Taking Nature Further' reflects who we are and what we strive to achieve every day," saidTsahi Barak, Prodalim’s CEO. "By combining nature with science and technology, we help our customers create innovative products that deliver great taste
Tigo Energy Drives Growth for UK Installers With Training, Support, and 211GWh in Optimization10.9.2026 08:00:00 EEST | Press release
Tigo Energy, Inc. (NASDAQ: TYGO) (“Tigo” or “Company”), a leading provider of intelligent solar and energy software solutions, today announced that the Company will highlight key business and technical milestones in the UK market at the Solar & Storage Live UK 2026 trade show in Birmingham from September 22-24. In the wake of a cross-country installer training tour and the UK market release of the Tigo GO ESS platform, Tigo will focus its 2026 trade show presence in Birmingham on optimization and module-level monitoring with the Tigo TS4 MPLE product family, and welcome UK installers into the Advanced tier of the Tigo Installer Loyalty Program. Since 2017, installers across the United Kingdom have deployed Tigo MLPE devices at more than 20,000 customer sites, with a sharp increase beginning in 2023. With nearly 1000 install sites in the second quarter of 2026 and almost 500 sites in July alone. More than 98% of all Tigo MLPE devices installed in the UK feature optimization. Due to the
Ant International, Mastercard and Visa Initiate Collaboration on Know-Your-Agent Interoperability to Scale Agentic Commerce10.9.2026 04:00:00 EEST | Press release
Ant International, Mastercard, and Visa have begun collaboration on a Know-Your-Agent (KYA) interoperability framework, designed to help card networks, digital wallet ecosystems, agent platforms and marketplaces streamline agent onboarding and identification across networks, based on shared principles while preserving each network's own verification and decisioning processes. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260909003891/en/ Ant International, Mastercard and Visa initiate collaboration on Know-Your-Agent interoperability to scale agentic commerce AI agents are evolving from making recommendations to completing purchases on behalf of users. By 2030, AI agents are projected to orchestrate US$3 trillion to 5 trillion of global consumer commercei. Underlying the mega-trend is the KYA architecture of payment networks and service providers, which establishes requirements and accountability, verifies agent identities,
Cyclic Materials Opens America’s First Commercial-Scale Facility Delivering Automated Rare Earth Magnet Recovery9.9.2026 23:09:00 EEST | Press release
Cyclic Materials announced today the opening of its first commercial-scale rare earth magnet recycling facility in Mesa, Arizona, marking a major milestone in building domestic supply of rare earths and critical minerals. With an annual processing capacity of up to 25,000 metric tons of magnet-bearing end-of-life products, the facility produces Cyclic’s rare earth magnet material, Mag-Xtract™, and critical minerals such as copper and aluminum, and steel. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260909142592/en/ Leaders gather to mark the opening of Cyclic Materials’ new facility in Mesa, Arizona. From left to right: Herbert Flores, Arizona Commerce Authority Vice President of Business Development; Scott Somers, City of Mesa Vice Mayor; Jeff Dawley, Cyclic Materials CFO; Mark Freeman, City of Mesa Mayor; Ahmad Ghahreman, Cyclic Materials Founder and CEO; William Kimmitt, U.S. Under Secretary of Commerce for Internationa
Belkin Introduces Titan SmartShield Pro Collection for the New iPhone 18 Pro Lineup9.9.2026 22:00:00 EEST | Press release
Belkin, a leading consumer electronics brand for over 40 years, today introduced its new Titan SmartShield Pro collection, designed to protect and enhance the experience of the new iPhone 18 Pro lineup. The collection includes three distinct screen protectors – clear, Blue-to-Red and Bright Privacy – each combining advanced Nano-Titan Technology with premium anti-reflective properties, exceptional scratch resistance and up to 9 feet of impact protection.* This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260909094720/en/ Belkin Titan SmartShield Pro Blue-to-Red Light screen protector As smartphones become increasingly central to how people work, travel and connect, the Titan SmartShield Pro collection goes beyond traditional screen protection to address the different ways consumers use their devices throughout the day. Whether prioritizing crystal-clear viewing, greater visual privacy or a more comfortable screen experience, us
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