Audhi Aprilliant
Audhi Aprilliant Data Scientist. Tech Writer. Statistics, Data Analytics, and Computer Science Enthusiast

Step-by-step Manual Calculation of Genetic Algorithm

Step-by-step Manual Calculation of Genetic Algorithm

Genetic Algorithm

The Genetic Algorithm is one of the metaheuristic algorithms. It has a similar mechanism as the natural evolution of Charles Darwin’s theory (published in 1859). If you ask me what the metaheuristic algorithm is, we better talk about the differences with a heuristic.

So, what can the Genetic Algorithm do? Like other optimization algorithms, it will try to give us a set of solutions based on our objective function, constraints, and initial solution. As an illustration, it will give us robust cluster centroids in the k-means (will be discussed in another article in detail).

Manual Calculation

To understand the manual calculation in Genetic Algorithm, follow steps in the documentation

Full article

You can read full article at Medium

comments powered by Disqus