Resources

Jupyter Notebook Modeling Examples


Learn how to build mathematical optimization models of real-world business, engineering, or scientific problems using Python.
 

Jump-Start Your Optimization Discovery

Explore our modeling examples below, access them via GitHub, or download the entire collection. You can also check out examples for other programming languages, or dive into our functional code. MIP developers: Be sure to check out ticdat.

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Difficulty Level
Business Need

Intermediate

Electrical Power Generation

Major electric power companies around the world utilize mathematical optimization to manage the flow of energy across their electrical grids. In this...

Intermediate

Customer Assignment

Sharpen your mathematical optimization modeling skills with this example, in which you will learn how to select the location of facilities based on...

Intermediate

Best Feature Selection for Forecasting

In this example, you will learn how to perform linear regression with feature selection using mathematical programming. We'll show you how to...

Intermediate

Agricultural Pricing

Try this example to learn how to use mathematical optimization to tackle a common, but critical agricultural pricing problem: Determining the prices...

Beginner

COVID-19 Facility Capacity Optimization

This COVID-19 Healthcare Facility Capacity Optimization problem shows you how to determine the optimal location and capacity of healthcare...

Beginner

Supply Network Design

Try this Jupyter Notebook Modeling Example to learn how to solve a classic supply network design problem that involves finding the minimum cost flow...

Beginner

Offshore Wind Farming

In this example, you'll learn how to solve an offshore wind power generation problem. The goal of the problem is to figure out which underwater...

Beginner

Market Sharing

In this example, we'll show you how to solve a goal programming problem that involves allocating the retailers to two divisions of a company in order...

Beginner

Marketing Campaign Optimization

Companies across almost every industry are looking to optimize their marketing campaigns. In this Jupyter Notebook, we'll explore a marketing...

Beginner

Facility Location Problem

Facility location problems can be commonly found in many industries, including logistics and telecommunications. In this example, we'll show you how...

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Difficulty Level

Business Need (ddl)