In this paper were presented the main directions of genetic algorithms. There is a large class of interesting problems that have not yet been developed fast algorithms. Many of these problems are problems which occur frequently optimized in applications. The studies of this work will allow us to compare the results from different methods of determining these parameters and especially those based on genetic algorithms.