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Tractable Reasoning in Aritificial Intelligence [[electronic resource] /] / by Marco Cadoli



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Autore: Cadoli Marco Visualizza persona
Titolo: Tractable Reasoning in Aritificial Intelligence [[electronic resource] /] / by Marco Cadoli Visualizza cluster
Pubblicazione: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1995
Edizione: 1st ed. 1995.
Descrizione fisica: 1 online resource (X, 286 p.)
Disciplina: 006.3/3
Soggetto topico: Artificial intelligence
Mathematical logic
Computers
Artificial Intelligence
Mathematical Logic and Formal Languages
Computation by Abstract Devices
Note generali: Bibliographic Level Mode of Issuance: Monograph
Nota di contenuto: Language restriction: Complexity of minimal reasoning -- Approximation of a logical theory -- Using complexity results for evaluating approximation techniques -- Conclusion.
Sommario/riassunto: 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.
Titolo autorizzato: Tractable Reasoning in Aritificial Intelligence  Visualizza cluster
ISBN: 3-540-49422-7
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 996466159403316
Lo trovi qui: Univ. di Salerno
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Serie: Lecture Notes in Artificial Intelligence ; ; 941