A custom genetic algorithm package with Pygame visualization.
Project description
Genetic Algorithms
A custom Python package implementing a Genetic Algorithm (GA) with support for Pygame visualization. This package allows you to run genetic algorithms for optimization problems and visualize the evolution of the population over generations.
Features
- Genetic Algorithm Implementation: Easily customizable with different mutation rates, crossover rates, and fitness functions.
- Pygame Visualization: Visualize the evolution of the population over time using a graphical interface.
- Elitism: Support for elitism to carry the best individuals to the next generation.
- Early Stopping: Stop the algorithm early if the population's fitness stagnates for a certain number of generations.
Installation
Option 1: Install Locally
You can install the package locally by cloning the repository and running:
pip install .
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