The is a publication related to such type of studies, which has considered five different metaheuristic optimization approached such as PSO, GA, DE, HS, SOA. You may find it very useful in your case.
I suggest my article: Comparison of computational performance of GA and PSO optimization techniques when designing similar systems – Typical PWR core case, published in Nuclear Engineering and Design, 2011. Best Regards