safarzadeh-reza / 3L-SDVR

Data Driven Split Delivery Vehicle Routing with 3D Loading

3L-SDVRP

Data-Driven Three-Layer Algorithm for Split Delivery Vehicle Routing Problem with 3D Container Loading

Reference : https://github.com/safarzadeh-reza/3L-SDVR/blob/master/References/3L_SDVRP.pdf

Requirements

This code was tested on Python 3.8.2. Other requirements are as follows:

• Numpy
• Scipy
• Jupyter
• Matplotlib
• Py3dbp
• Networkx
• Scikit Learn
• Ipython

(See requirements.txt)

Quick Start

1. Install Libraries: pip install -r requirements.txt
2. Run the "InitializePopulation" function to create first data driven population
3. Run the "NSGA_II_main" function to find the optimum solution