Optimised routing using OpenStreetMap for effective delivery system by genetic algorithm in Python.
Install the following libraries;
folium, pandas, geopandas, matplotlib, networkx, numpy, osmnx, rasterio, scipy, shapely.
conda install -c conda-forge folium
conda install -c anaconda pandas
conda install -c conda-forge geopandas
conda install -c conda-forge matplotlib
conda install -c anaconda networkx
conda install -c anaconda numpy
conda install -c conda-forge osmnx
conda install -c conda-forge rasterio
conda install -c anaconda scipy
conda install -c conda-forge shapelyfor entire package list refer Requirements.txt
Created and Tested in Anaconda Python 3.8
Feed the input data on to the respective csv files in the data directory.
- uno - unique identifier,
- lat - latitude,
- lon - longitude.
The program takes only one origin location.
cd delivery_routing
jupyter notebook delivery_routing.ipynbAdditional informations are provided in the notebook.
Run the cells and enjoy the shortest route.