A MIXED PARADIGM REASONING APPROACH TO PROBLEM SOLVING IN INCOMPLETE CAUSAL-THEORY DOMAINS by John Douglas Hastings A dissertation submitted to the Department of Computer Science and The Graduate School of The University of Wyoming in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY in COMPUTER SCIENCE Laramie, Wyoming December 1996 Copyright ©1996 by John D. Hastings