The purpose of this article is to show how fuzzy sets can be used to help make decisions in a probabilistic environment. We first show that in the face of uncertainty a one-dimensional decision becomes a multidimensional one. We then apply fuzzy multiobjective techniques to solve this. We extend this to the case where we have more than one consideration. We then examine two stage decisions.