The uncertainty distribution U of an uncertain variable n is defined by Liu [24] as UðxÞ ¼Mfn 6 g. It is known that a random
variable can be characterized by a probability density function and a fuzzy variable can be characterized by a membership
function. Similarly, an uncertain variable may be characterized by some identification function. Next, we introduce two
kinds of identification functions