Amazing article Ahmed.

Just one question. Why are you calculating fitness score in the following manner:

Mat to Vec -> Vec to Mat -> Fitness -> ....

Why not calculate the fitness in the beginning itself like this:

Fitness -> Mat to Vec -> ....