A thesis submitted to the Faculty d£ Science of the University of the Witwatersfand in fulfillment of the requirements for the degree of Doctor of Philosophy. Johannesburg, 1977.The representation of some types of graphs as permutations, is utilized in devising efficient algorithms on those graphs. Maximum 'cliques in permutation graphs and circle graphs are found, by searching for a longest ascending or descending subsequence in their representing permutation. The correspondence between n-noded binary trees and the set SSn of stack-sortable permutations, forms the basis of an algorithm for generating and indexing such trees. The-relations between a graph and its representing p ermutation, are also employed in the proof of theor...