Genetic Algorithm

Introduction

• Genetic Algorithm is a search based algorithm which is inspired by the process of natural selection.
• We have to find the best solution for a given problem.
• We have next function: f(x) := x * sin(x + 5) * cos(x - 6) * sin(x + 7) * cos (x - 8) * sin(x / 3);
• We have to find the extremum of this function.

How it works?

• We have a population of individuals.
• At the beginning we have to generate a random population.
• Then we have to evaluate the fitness of each individual.
• And then we have to select the best individuals and create a new population.

Configuration file

• config.gen