Lab 06: Genetic Algorithm: Introducing the technique and write program to
implement Genetic Algorithm
Objectives
Introducing the technique and write program to implement the following:
1. Genetic Algorithm
2. Exercises
Exercise
Exercise 1 (GAFx)
Using GA, it is required to find the maximum of a function, f(x) = ((x + 4y + 6z + 4w) - 30)
where x,y,z and w are genes to form a chromosome. Write a program to implement and show the
best individual, best fitness, average fitness, and poorest fitness against the generation. For
demonstration purposes, the following simple set of parameters is to be used to design the
algorithm.
Number of generations: 30
The population size: 6
The crossover rate : 1.0
The mutation rate: 0.1
Number of bits in each chromosome: 4
https://arxiv.org/ftp/arxiv/papers/1308/1308.4675.pdf
