There’s a number of different method for solving MOO, i.e. search of Pareto-optimal solutions1,2. In last several
years, numerous of modifications on methods based on genetic algorithms (GAs) experienced a significant growth
in popularity for solving MOO problems. Original concept of genetic algorithm was established by Holland3 and
evolved further by Goldberg4. Nowadays many of different adaptations of GAs exist but all of them have the same
basic principles, which are: