Implementation of GA using Python

In this section, we will learn how GA can be implemented in Python to optimize a mathematical function. We will use the same function that we have talked about earlier in this lesson. The mathematical function that we want to maximize is stated below:

$f(x_1,x_2)=x_1^2+x_2^2$

The implement of the algorithm is discussed step-by-step in the rest of this section.

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genes = 2

chromosomes = 10

lb = -5

ub = 5

populationSize = (chromosomes, genes)

generations = 50

mattingPoolSize = 6

offspringSize = populationSize - mattingPoolSize