Download or read book Tractable Reasoning in Aritificial Intelligence written by Marco Cadoli and published by Lecture Notes in Artificial Intelligence. This book was released on 1995-07-18 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Logic is one of the most popular approaches to artificial intelligence. A potential obstacle to the use of logic is its high computational complexity, as logical inference is an extraordinarily powerful computational device. This book is concerned with computational aspects of the logical approach to AI. The focus is on two strategies for achieving computational tractability in knowledge representation and reasoning by language restriction and approximation. Several formalisms for knowledge representation are taken into account; among the computational problems studied are checking satisfiability and entailment of formulae, finding a model, and approximating and compiling a logical for