Generic Inference: A Unifying Theory for Automated Reasoning
Copyright © 2011 John Wiley & Sons, Inc. All rights reserved.
Author(s): Marc Pouly, Jürg Kohlas
Published Online: 22 SEP 2011
Print ISBN: 9780470527016
Online ISBN: 9781118010877
About this Book
This book provides a rigorous algebraic study of the most popular inference formalisms with a special focus on their wide application area, showing that all these tasks can be performed by a single generic inference algorithm. Written by the leading international authority on the topic, it includes an algebraic perspective (study of the valuation algebra framework), an algorithmic perspective (study of the generic inference schemes) and a "practical" perspective (formalisms and applications). Researchers in a number of fields including artificial intelligence, operational research, databases and other areas of computer science; graduate students; and professional programmers of inference methods will benefit from this work.