The purpose of this thesis is to analyze the possibility theory for reasoning under uncertainty. The relationship and difference between probability and possibility theories are presented. The areas of application of possibility theory are studied. The advantages of possibility theory over the probability theory in modeling uncertainty are described. The quantitative and qualitative possibilities are considered. The possibility measure, the possibility distribution and the imprecise probability are discussed.