We analyse the stability of functional equations of Jensen type that arise in valuing uncertain lotteries under certain conditions. We give an approach from uncertainty theory to define the certainty equivalent and the properties of an uncertainty variable. In addition, we present with a certain mathematical formalism the concepts and properties of the treated equations.