Project will contain methods for selecting optimal parameter sets for functions with min/max goal.
To run any of the methods provided a few standard 3rd party libraries are necessary. These libraries are listed in the requriements.txt file. One can either install them one-by-one or install it with pip
$ pip install -r requirements.txt
Method uses particles (agents) to search through parameter space and by interactions decide on the best position. See wikipedia: https://en.wikipedia.org/wiki/Particle_swarm_optimization.
One can set initial position for each particle. Those without specified location will use Halton sequence to generate pseudo-random position. Implemented perturbation system forces particles to search around any local minimum.