1. A method for predicting the functional availability of a complex system, comprising: converting parameters of the complex system from a plurality of binary values to at least one prognostic vector; and converting at least a portion of a binary input expression into an equivalent fuzzy output expression, the fuzzy output expression operable on the at least one prognostic vector.