glifchits / simple-genetic-algorithm

genetic algorithm implementation, final project for CP468: Artificial Intelligence

simple-genetic-algorithm

This is an implementation of the Simple Genetic Algorithm, which is described in chapter 1 of David Goldberg's "Genetic Algorithms in Search, Optimization, and Machine Learning".

It is implemented entirely in a Jupyter notebook.

Benchmarks and decoders that were implemented and tested here are:

• DeJong function (Sphere function)
• Rosenbrock function
• Himmelblau's function
• Elementary Symmetric Function