SwarmOps provides parallelized versions of the DE, PSO, and MOL methods, all of which merely assume that the implementation of the fitness function is thread-safe. These parallelized optimizers are best suited for fitness functions that are time-consuming to compute, otherwise the parallelization overhead cancels out the gain.