Abstract:Hybrid systems based on genetic algorithms is a new methodology tO reform and promoting generic algorithms in theory and application. It integrates GAs with existing well done methods and algo rithms for optimization problems,such as optimization heuristics,domain knowledge acquisition etc.Thispaper studies three sorts of hybrid systems,and anaLyses the characteristics and performance of GAs hybridized with Neural Networks.Fuzzy Logic and Expert System