Source: Derivative from qimono and comfreak on Pixabay

Computer Science, Editorial, Programming

Genetic Algorithm (GA) Introduction with Example Code

An introduction to genetic algorithms, optimization, and implementations with code examples in Python

Author(s): Sujan Shirol, Roberto Iriondo

This tutorial will be diving into genetic algorithms in detail and explaining their implementation in Python. We will also explore the different methods involved in each step diagrammatically. As always, we are including code for reproducibility purposes. We have split the code when required while exploring the different steps involved during our implementation.

Make sure to check the full implementation from this tutorial on either Google Colab or Github.

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What is a Genetic Algorithm?

A genetic algorithm belongs to a class of evolutionary algorithms that is broadly inspired by biological evolution. We are all aware of biological evolution [1] — it is a selection of parents…