Solving Function Optimization Problem using Genetic Algorithm

Make sure you have installed python beforehand, then clone this repository to your desktop.

python main.py

or if you use linux and python3

python3 main.py

You can customize function you want, this algorithm aim is to find x and y value which make the function reach a maximum value.

60. def fungsi(self, x, y):
61.     return math.cos(x*x)*math.sin(y*y) + (x+y)

In class setup, you can customize the paramater also

self.maks_populasi = 100
self.rate_mutasi = 0.01
self.rate_crossover = 0.7
self.batasX = [-1, 2]
self.batasY = [-1, 1]
self.panjang_gen = 10
self.alpha = 0.00001
self.max_loop = 500