A simulation algorithm with uncertain random variables

Abstract

In many situations, uncertainty and randomness concurrently occur in a system.Thus this paper presents a new concept for uncertain random variable.Also, a simulation algorithm based on uncertain random variables is presentedto approximate the chance distribution using pessimistic value and optimisticvalue. An example is also given to illustrate how to use the presented simulationalgorithm.