Complex Systems project

Repository for course project in modelling complex systems

Code files

• game.py contains the falling ball game with a chromosome of rules as a test input.
• show_game.py contains the visualizaion of the falling ball game visualization with a chromosome of rules as a test input. The file can be used for videos. It cannot be run on Google Collab as it needs a video support.
• GA.py contains the genetic algorithm. Must be modified to change the way to select parents or the way to reproduce them. Contains also
• aux_func.py contains the functions necessary to run GA (parent selection and offspring method)
• fitness_heatmaps.py contains the code used to generate the fitness over λ or over s heatmaps
• velocity_heatmaps.py contains the code used to generate the speed velocity over λ or over s heatmaps

Requirements

• Python 3.8 or higher
• Python module numpy
• Python module random
• Python module math
• Python module pygame
• Python module copy
• Python module matplotlib

Other content

This video shows how the evolution of the behavior of the best chromosome over the generations.