Allocation of Mining Sites to Optimize Land Use

Land Use Optimization towards mining with minimal ecological impact in Mato Grosso, Brazil

How to run the optimization

Install the necessary libraries by running the command pip install requirements.txt. It is recommended to install the libraries in a dedicated environment (e.g. using Anaconda).
Adjust the desired input adress in the file init_pop.py if necessary.
Execute the main file by running the command python run_nsga2_custom.py.

Results

The pareto front, displayed by generations.

An optimized solution for mining yield.

More visualizations of the results can be found in the folder "figures".