An algorithm for computing formula representations of instances of the generalized hypergeometric function is presented.  Examples of lookup routine certificates and the underlying theory of the algorithm are discussed in the paper.  Finally, a gallery of results are presented and the algorithm is compared to already existing routines in Macsyma, Maple, and Mathematica.