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


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