Creates the initial Solution population taking into account the lower an upper bounds of provided experiment factors.
initSolution(parameters, N = 20, sampling = "mcs")
The Objective Function parameter list
The size of Solution population
The population sampling scheme, namelly <mcs|lhs|ffs> standing respectively for montecarlo sampling, latin hypercube sampling and full factorial sampling
A random set of solutions