Parameters tuning in r

For parameter tuning, in the trainControl function, instead of search
=random or grid, can we use meta heuristic algorithms such as pso or
genetic algorithm? What else we need to include meta heuristic algorithms
for parameter Tuning than the steps we follow for grid or random search?

Thanks