Videos

Run an ML + OR decision flow with a scenario test in Nextmv

Deploy and run a Statsmodels ML regressor, Gurobipy price avocado optimizer, and end-to-end decision workflow on Nextmv via a Jupyter Notebook on Google Colab. Plus, visualize results using Plotly and perform a scenario test to determine relationship between price and profit.

Vehicle activation penalties to encourage vehicle efficiency (vehicle routing, VRP)

Learn how to use vehicle activation penalties to encourage vehicle efficiency. This is sometimes known as prioritizing backhaul when going back to a depot.

Multiple pickups before a dropoff for vehicle routing problem (VRP)

Learn how to configure your vehicle routing problem (VRP) to have multiple pickups precede a dropoff. In this example, learn how to set two pickups at two different locations precede a dropoff stop for a pickup and delivery problem.

Model continuous depot visits for vehicle routing problem (VRP)

Learn how to model continuous moves for a vehicle going back and forth from a depot.

OR-Tools, VROOM & Nextplot: Open source vehicle routing and visualization

Analyzing solutions and updating models can be tricky when you’re using new or multiple modeling tools and solvers. In this techtalk, we’ll demo Nextplot with two sample VRP apps to visualize model input, output, and more.

Optimization modeling with AMPL, Streamlit, and Nextmv: A stochastic facility location example

Create robust and interactive decision apps with AMPL as the optimization layer, Nextmv as the DecisionOps layer, and Streamlit as the UI and visualization layer. Learn how with a facility location example.