Inspired by a youtube video I saw once, this project is to play with genetic algothrims. It is also a sandbox for playing with different design patterns and language features.

Reference Papers       Development       Useful Links

Fitness Function:

\[W_{1}log(\sqrt{C_{1}})+ W_{2}\frac{1}{(H_{1}-M_{1})}+W_{3}\frac{D_{1}}{D_{T}}*log(W_{4}O_{1})\]

Simulation Snapshot:

Simulation 3 : Grass (4x zoom)

Simulation 4 : (4x zoom)

Reference Papers

• Asexual Versus Sexual Reproduction in Genetic Algorithms
  • https://carleton.ca/cognitivescience/wp-content/uploads/2006-09.pdf
• A simple algorithm for optimization and model fitting
  • https://www.aanda.org/articles/aa/full_html/2009/27/aa11740-09/aa11740-09.html
• Using Genetic Algorithms with Asexual Transposition
  • https://dl.acm.org/doi/pdf/10.5555/2933718.2933761

Development

<dependency>
    <groupId>net.lukemcomber</groupId>
    <artifactId>genetics</artifactId>
    <version>v0.2.2</version>
</dependency>

Useful Links

Javadocs
Source Code
Example Configuration
Example CLI
Example UI


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