Generic Inference

Download or read book Generic Inference written by Marc Pouly and published by John Wiley & Sons. This book was released on 2012-01-10 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.