Knowledge Representation, Reasoning, and t...

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Sprache: Englisch

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Beschreibung

Knowledge representation and reasoning is the foundation of artificial intelligence, declarative programming, and the design of knowledge-intensive software systems capable of performing intelligent tasks. Using logical and probabilistic formalisms based on answer set programming (ASP) and action languages, this book shows how knowledge-intensive systems can be given knowledge about the world and how it can be used to solve non-trivial computational problems. The authors maintain a balance between mathematical analysis and practical design of intelligent agents. All the concepts, such as answering queries, planning, diagnostics, and probabilistic reasoning, are illustrated by programs of ASP. The text can be used for AI-related undergraduate and graduate classes and by researchers who would like to learn more about ASP and knowledge representation.

Über den Autor

Dr Michael Gelfond is a Professor of Computer Science at Texas Tech University. He received his PhD from the Steklov Institute of Mathematics of the Academy of Sciences, St Petersburg, Russia. He is an AAA Fellow and serves as an Area Editor for the International Journal of Theory and Practice of Logic Programming and as an Executive Editor of the Journal of Logic and Computation. In 2004 and 2012 he was the recipient of the award for most influential paper in twenty years by the International Association of Logic Programming.

Inhaltsverzeichnis

1. Logic-based approach to agent design; 2. Answer set Prolog (ASP); 3. Roots of ASP; 4. Creating a knowledge base; 5. Representing defaults; 6. The answer set programming paradigm; 7. Algorithms for computing answer sets; 8. Modeling dynamic domains; 9. Planning agents; 10. Diagnostic agents; 11. Probabilistic reasoning; 12. The Prolog programming language.

Details

Erscheinungsjahr:	2014
Fachbereich:	Programmiersprachen
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	Gebunden
ISBN-13:	9781107029569
ISBN-10:	1107029562
Sprache:	Englisch
Einband:	Gebunden
Autor:	Gelfond, Michael Kahl, Yulia
Hersteller:	Cambridge University Press
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	235 x 157 x 24 mm
Von/Mit:	Michael Gelfond (u. a.)
Erscheinungsdatum:	05.01.2014
Gewicht:	0,678 kg