PolyGenetic Algorithm

Implementation of a genetic algorithm, generic support for various domains, currently support for polygons (using their axial symmetry as a fitness function).

How to launch:

1. Download the latest release
2. Launch the setup and install
3. Launch the executable in the installed folder

View documentation:

If you want to see a detailed class list with documented method signatures, you need to download the repository and open one of the .html files in the Documentation folder.

Main program components:

• Genetic Algorithm
  • Adjust genetic algorithm parameters, choose between different fitness function calculators, run genetic algorithm
• Population Manager
  • Manage multiple polygons at once (automatic generation, saving, loading)
• Shape Creator
  • Define polygon shapes, colors, names

To create a new domain, the following needs to be done:

• Reference the "Genetic_Algorithm" library (Genetic_Algorithm.GA.Generics)

Implement:

• IGene(s)
• IIndividual(s) using your implemented IGene
• GeneticAlgortihm Adapter (Crossover method between your IIndividuals, all other methods are already implemented generically)
• Fitness Calculator(s) evaluating your IIndividual's fitness
• (Optional: some sort of feedback on the progress of your domain's GAs)