Tractable Reasoning in Aritificial Intelligence

(Autor)

Buch | Softcover
X, 286 Seiten
1995 | 1995
Springer Berlin (Verlag)
978-3-540-60058-9 (ISBN)

Lese- und Medienproben

Tractable Reasoning in Aritificial Intelligence - Marco Cadoli
53,49 inkl. MwSt
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

Language restriction: Complexity of minimal reasoning.- Approximation of a logical theory.- Using complexity results for evaluating approximation techniques.- Conclusion.

Erscheint lt. Verlag 18.7.1995
Reihe/Serie Lecture Notes in Artificial Intelligence
Lecture Notes in Computer Science
Zusatzinfo X, 286 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 377 g
Themenwelt Informatik Software Entwicklung User Interfaces (HCI)
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte algorithmische Komplexität • algorithms • Algorithmus • Artificial Intelligence • Complexity • Computational Complexity • Database • database theory • Datenbanktheorien • Erfüllbarkeitsproblem der Aussagenlogik • Formale Logik • Formal Logic • Hardcover, Softcover / Informatik, EDV/Informatik • Intelligence • Knowledge • Knowledge Representation • Künstliche Intelligenz • Logi • Mathematische Logik • Wissensdarstellung • Wissensrepräsentation
ISBN-10 3-540-60058-2 / 3540600582
ISBN-13 978-3-540-60058-9 / 9783540600589
Zustand Neuware
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