Abstract: Genetic algorithms have been successfully applied to a wide variety of problems.Although widely used,there are still some shortages.In order to effectively solve practical problems, the scholars all over the world have been exploring how to improve its searching performance and avoid the common defect of early convergence.This paper sumed up 6 kinds of relevant improved methods and 5 new developmental trends concerning genetic algorithms.