January 7, 2025

Railway Dispatching

This model is an example of a railway dispatching problem formulated as an optimization problem using the Gurobi Python API and solved with the Gurobi Optimizer.

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March 22, 2024

Portfolio Optimization with Gurobi

This documentation provides several self-contained Jupyter notebooks that discuss the modeling of typical features in mean-variance (M-V) portfolio optimization.

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February 26, 2024

Price Optimization with Competing Products

Create a predictive model to forecast sales based on product prices, then build an optimization model to identify the optimal product mix.

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March 27, 2023

Airline Planning After Flight Disruption

Weather events are a major threat to the airline industry. This notebook walks through the optimization problem of deciding which flights to operate and which flights to cancel after a weather disruption.

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March 27, 2023

Text Dissimilarity Using Linear Programming

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February 20, 2023

Tackling world hunger using mathematical optimization

Transporting food in a global transportation network is a challenging undertaking. In this notebook, we will build an optimization model to set up a food supply chain based on real data from the UN World Food Program.

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February 20, 2023

Optimizing a power generation schedule

The electricity grid powers nearly every aspect of modern life — be it charging a phone, powering a factory, or mining Bitcoin. Managing the supply and demand of electricity can be a complex and challenging task. In this notebook, we model this decision-making problem using mathematical optimization.

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December 9, 2022

Diverse Music Recommendation System

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December 8, 2022

Avocado Price Optimization

This example optimizes avocado prices to maximize revenue using a quadratic program. The relationship between price and demand is modeled using linear regression.

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August 19, 2022

Workforce Scheduling Demo

This Workforce Scheduling demo addresses an important problem in the services industry: How to create shift schedules that maximize resource utilization.

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