Generic Inference

A Unifying Theory for Automated Reasoning

Nonfiction, Science & Nature, Technology, Electronics
Cover of the book Generic Inference by Marc Pouly, Juerg Kohlas, Wiley
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Author: Marc Pouly, Juerg Kohlas ISBN: 9781118010860
Publisher: Wiley Publication: January 10, 2012
Imprint: Wiley Language: English
Author: Marc Pouly, Juerg Kohlas
ISBN: 9781118010860
Publisher: Wiley
Publication: January 10, 2012
Imprint: Wiley
Language: English

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.

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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.

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