Completeness and Quality of Genetic Algorithm in Network Planning

In this paper an attempt for finding appropriate criteria for the completeness and the quality of the function of the genetic algorithm is made. Because of the heuristic nature of the algorithm there are not any known criteria for such parameters. The study includes a dedicated method and great amount of algorithm executions in order to define right conclusion about the posed problem.