More and more experts and scholars pay more attention to the research of complex behavior in switching power converters. The research has become an important branch in power electronics. This paper introduces research methods of complex behavior in switching power converter. It includes how to observe complex behavior through building up mathematics modeling and simulation and how to make theoretical analysis to understand the reason occurring complex behavior. Practice proved that the research has a very important practical value and theoretical significance for stability design of switching power converters.