Government

Optimal Decision-Making Starts Here

Solve the world's most complex challenges, from day-to-day operations to complex policy problems.

Government

Optimal Decision-Making Starts Here

Solve the world's most complex challenges, from day-to-day operations to complex policy problems.

Government

Optimal Decision-Making Starts Here

Solve the world's most complex challenges, from day-to-day operations to complex policy problems.

Overview


With Gurobi, government agencies make decisions that influence day-to-day operations as well as complex policy problems—decisions that directly impact the lives of millions, across nearly every government department, including: education, transportation, infrastructure, healthcare, energy and power, recreation, natural disaster management, security, and business.

Overview


With Gurobi, government agencies make decisions that influence day-to-day operations as well as complex policy problems—decisions that directly impact the lives of millions, across nearly every government department, including: education, transportation, infrastructure, healthcare, energy and power, recreation, natural disaster management, security, and business.

Overview


With Gurobi, government agencies make decisions that influence day-to-day operations as well as complex policy problems—decisions that directly impact the lives of millions, across nearly every government department, including: education, transportation, infrastructure, healthcare, energy and power, recreation, natural disaster management, security, and business.

Explore real-world problems in your industry

Dive deep into sample models, built with our Python API.

Decentralization Planning

Ready for a mathematical optimization modeling challenge? Put your skills to the test with this example, where you’ll learn how to model and solve a decentralization planning problem. You’ll have to figure out – given a set of departments of a company, and potential cities where these departments can be located – the “best” location for each department in order to maximize gross margins. This model is example 10 from the fifth edition of Model Building in Mathematical Programming by H. Paul Williams on pages 265 and 317-319. This modeling example is at the advanced level, where we assume that you know Python and the Gurobi Python API and that you have advanced knowledge of building mathematical optimization models. Typically, the objective function and/or constraints of these examples are complex or require advanced features of the Gurobi Python API.

 Learn More

Efficiency Analysis

Constraint Optimization

Explore real-world problems in your industry

Dive deep into sample models, built with our Python API.

Decentralization Planning

Ready for a mathematical optimization modeling challenge? Put your skills to the test with this example, where you’ll learn how to model and solve a decentralization planning problem. You’ll have to figure out – given a set of departments of a company, and potential cities where these departments can be located – the “best” location for each department in order to maximize gross margins. This model is example 10 from the fifth edition of Model Building in Mathematical Programming by H. Paul Williams on pages 265 and 317-319. This modeling example is at the advanced level, where we assume that you know Python and the Gurobi Python API and that you have advanced knowledge of building mathematical optimization models. Typically, the objective function and/or constraints of these examples are complex or require advanced features of the Gurobi Python API.

 Learn More

Efficiency Analysis

Constraint Optimization

"Gurobi's advancements go beyond performance to enhance usability, appealing to both beginner and expert users."

Gurobi 13.0 Beta Tester

"We’ve been doing optimization for decades, and Gurobi is simply the fastest and most reliable solver we’ve tested. We use it on every project."

"It’s not just about getting the best answer; it’s about giving advisors and clients a plan they can understand and trust. What would take hours to do manually, we can do in minutes, with better outcomes."

"Gurobi's advancements go beyond performance to enhance usability, appealing to both beginner and expert users."

Gurobi 13.0 Beta Tester

"We’ve been doing optimization for decades, and Gurobi is simply the fastest and most reliable solver we’ve tested. We use it on every project."

"It’s not just about getting the best answer; it’s about giving advisors and clients a plan they can understand and trust. What would take hours to do manually, we can do in minutes, with better outcomes."

"Gurobi's advancements go beyond performance to enhance usability, appealing to both beginner and expert users."

Gurobi 13.0 Beta Tester

"We’ve been doing optimization for decades, and Gurobi is simply the fastest and most reliable solver we’ve tested. We use it on every project."

"It’s not just about getting the best answer; it’s about giving advisors and clients a plan they can understand and trust. What would take hours to do manually, we can do in minutes, with better outcomes."

gurobi optimizer

The Solver that Does More

Gurobi delivers blazing speeds and advanced features—backed by brilliant innovators and expert support.

Unmatched Performance
Continuous Innovation
Responsive, Expert Support
Feature image
Unmatched Performance

With Gurobi’s advanced algorithms, you can add complexity to your models to better represent real-world systems—and still solve them within the available time.

Significant speed-ups across all major problem types, achieving a 92x improvement in MILP performance since version 1.1
Tuned to optimize performance over a wide range of instances and applications
Rigorously tested for numerical stability and correctness using an internal library of more than 10,000 industry and academic models
Learn More

Frequently Asked Questions

What is prescriptive analytics?

Prescriptive analytics tools like mathematical optimization help you make decisions based on your real-world business goals (“objectives”) and limitations (“constraints.”) This can be especially useful when you’re facing a business problem with multiple, conflicting goals (such as cutting spending while increasing production) and multiple constraints (such as time, distance, product availability).

Learn more about prescriptive analytics in our article, “What is Prescriptive Analytics?”

What is the difference between predictive and prescriptive analytics?

What are some examples of prescriptive analytics in the real world?

How can prescriptive and predictive analytics work together?

What is the primary goal of prescriptive analytics?

What are the techniques used in prescriptive analytics?

What is prescriptive analytics also known as?

Frequently Asked Questions

What is prescriptive analytics?

Prescriptive analytics tools like mathematical optimization help you make decisions based on your real-world business goals (“objectives”) and limitations (“constraints.”) This can be especially useful when you’re facing a business problem with multiple, conflicting goals (such as cutting spending while increasing production) and multiple constraints (such as time, distance, product availability).

Learn more about prescriptive analytics in our article, “What is Prescriptive Analytics?”

What is the difference between predictive and prescriptive analytics?

What are some examples of prescriptive analytics in the real world?

How can prescriptive and predictive analytics work together?

What is the primary goal of prescriptive analytics?

What are the techniques used in prescriptive analytics?

What is prescriptive analytics also known as?

Additional Insights

Case Studies

Case Studies

Fonterra: Creating Optimal Product Mixes for Each Day's Unique Dairy Supply

Fonterra optimizes daily product mixes to make the best use of variable milk composition, managing 30% of global dairy exports.

Case Studies

Workforce Analytics: Solving the Complex Challenges of Workforce Management

Workforce Analytics applies optimization to transform workforce rostering, boosting compliance and customer service outcomes.

Case Studies

Arute Solutions: Cash+ Keeps ATMs Optimally Stocked

Arute Solutions minimizes ATM idle cash and operating costs by optimizing visit schedules across bank networks.

Additional Insights

Case Studies

Case Studies

Fonterra: Creating Optimal Product Mixes for Each Day's Unique Dairy Supply

Fonterra optimizes daily product mixes to make the best use of variable milk composition, managing 30% of global dairy exports.

Case Studies

Workforce Analytics: Solving the Complex Challenges of Workforce Management

Workforce Analytics applies optimization to transform workforce rostering, boosting compliance and customer service outcomes.

Additional Insights

Case Studies

Case Studies

Fonterra: Creating Optimal Product Mixes for Each Day's Unique Dairy Supply

Fonterra optimizes daily product mixes to make the best use of variable milk composition, managing 30% of global dairy exports.

Case Studies

Workforce Analytics: Solving the Complex Challenges of Workforce Management

Workforce Analytics applies optimization to transform workforce rostering, boosting compliance and customer service outcomes.

Case Studies

Arute Solutions: Cash+ Keeps ATMs Optimally Stocked

Arute Solutions minimizes ATM idle cash and operating costs by optimizing visit schedules across bank networks.

Start Solving with Gurobi

Try Gurobi on your own optimization models and see how it performs on real decision problems.

Start Solving with Gurobi

Try Gurobi on your own optimization models and see how it performs on real decision problems.