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
Vertex Presents New Data on ALYFTREK ® at European Cystic Fibrosis Conference5.6.2026 19:00:00 EEST | Press release
Vertex Pharmaceuticals Incorporated (Nasdaq: VRTX) today announced data demonstrating the potentially transformative impact of treating cystic fibrosis (CF) with ALYFTREK ® (vanzacaftor/tezacaftor/deutivacaftor) in children ages 2 to 5, as well as data from 96-week interim analyses of two open-label extension studies of ALYFTREK in children 6 to 11 years and people 12 years and older demonstrating the long-term safety and efficacy profile of the medicine. The data, presented at the European Cystic Fibrosis Conference, show children ages 2 to 5 with vanzacaftor/tezacaftor/deutivacaftor-responsive genotypes including those who are homozygous for the F508del mutation (F/F) and those who have F508del/minimal function mutations (F/MF)on ALYFTREK had further improvement in CFTR function from a TRIKAFTA ® baseline as measured by sweat chloride (SwCl), with 65% having achieved SwCl <30 mmol/L after treatment with ALYFTREK. Vertex also presented Phase 3 data of children ages 1 to <2 with TRIKAF
Owkin to Build AI Agents as Part of a Multi-Year K Pro Collaboration with Sanofi5.6.2026 14:00:00 EEST | Press release
Owkin, the agentic AI company pioneering Biological Artificial Superintelligence to transform drug discovery and development, today announced a multi-year collaboration with Sanofi to co-develop next-generation biopharma agents, to be backed by a five-year license for K Pro, Owkin’s AI Scientist. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260605704506/en/ K Pro, Owkin's AI scientist for biology, powered by multimodal patient data for smarter biopharma decision making. Owkin and Sanofi have collaborated since 2021 through a €90 million strategic partnership focused on target identification in oncology and patient subgrouping. The collaboration was later expanded to include drug positioning for Sanofi’s immunology pipeline. This new collaboration represents the next evolution in the partnership. During the five-year collaboration, Owkin will lead the end-to-end development of novel AI-driven biopharma agents purpose-built
DFNS Rebrands as the Core Banking Platform for Digital Assets5.6.2026 13:41:00 EEST | Press release
DFNS today announced a rebrand, marking its evolution from a wallet infrastructure to the first core banking platform for digital assets. The company is introducing a new logo, website, and market position as fintechs and institutions move their products and operations onchain. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260603859127/en/ Banks, fintechs, asset managers, trading firms, payment providers, market infrastructures, and clearing houses have stopped asking how to "add crypto." They're asking how to run financial products, controls, workflows, and client services on blockchain rails, with the reliability expected of core infrastructure. Some are going further still, exploring whether the blockchain can serve as the ledger itself, where an account is an onchain object rather than a row in a database. Where IBANs, virtual accounts, and blockchain wallets converge into one governed financial account. “DFNS was built
Compass Pathways Announces New Employee Inducement Grants Under Nasdaq Listing Rule 5635(c)(4)5.6.2026 13:30:00 EEST | Press release
Compass Pathways plc (Nasdaq: CMPS), a biotechnology company dedicated to accelerating patient access to evidence-based innovation in mental health, announced today that Compass granted equity awards under the Compass Pathways plc 2026 Inducement Plan to seventeen newly hired non-executive employees. The equity awards were granted on June 1, 2026 and consisted of options to purchase an aggregate of 157,000 shares and restricted share units or, in the case of employees in the United Kingdom nominal cost options, covering an aggregate of 74,700 shares. The options have an exercise price per share equal to $14.19, the closing price of the Company’s American Depositary Shares on the Nasdaq Global Select Market on the grant date, and will vest over a four-year period with 25% vesting on the first anniversary of the date of the grant and the remaining 75% vesting in equal monthly installments over the three-year period thereafter, subject to each employee’s continued employment. The restrict
Renewable Electricity, Soft Wheat Flour From Regenerative Agriculture, Initiatives to Support Local Communities: Barilla Shares These and Other Projects in “Stories of Sustainability.”5.6.2026 11:00:00 EEST | Press release
A slimmer Tagliatelle pack that saves 150 tons of cardboard and cuts transport-related CO₂ emissions by 20%1; ready-made sauce jars made with around 65% recycled glass; the progressive scaling of regenerative agriculture practices across Barilla’s value chain and initiatives supporting inclusion and equal opportunities across the Group’s production sites and communities. These are just some of the “sustainability” stories the Barilla Group is sharing on World Environment Day with the publication of its 2025 Sustainability Report. The report comes just after Barilla was named the world’s most reputable company in the food sector for the third year running and, for the first time, ranked among the global top 10 in the Global RepTrak 100 2026. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260603162436/en/ “The future of the planet will increasingly depend on our ability to spread culture and education,” says Paolo Barilla, Vic
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