The goal of this project is to develop the Genetic Algorithms (GA) for solving the Schaffer F6 function in fewer than 4000 function evaluations on a total of 30 runs. Four types of Genetic Algorithms (GA) are presented - Generational GA (GGA), Steady-State (mu+1)-GA (SSGA), Steady-Generational (mu,mu)-GA (SGGA), and (mu+mu)-GA.
@article{arxiv.1911.00490,
title = {Variations of Genetic Algorithms},
author = {Alison Jenkins and Vinika Gupta and Alexis Myrick and Mary Lenoir},
journal= {arXiv preprint arXiv:1911.00490},
year = {2019}
}