VARIATIONAL THEORY AND OPTIMAL CONTROL THEORY**The preparation of this paper was sponsored by the Office of Naval Research and the U. S. Amy Research Office (Durham). Reproduction in whole or in part is permitted for any purpose of the United States Government.