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Tractable Reasoning in Aritificial Intelligence: Lecture Notes in Computer Science, cartea 941

Autor Marco Cadoli
en Limba Engleză Paperback – 18 iul 1995
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
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Specificații

ISBN-13: 9783540600589
ISBN-10: 3540600582
Pagini: 276
Ilustrații: X, 286 p.
Dimensiuni: 155 x 235 x 14 mm
Greutate: 0.39 kg
Ediția:1995
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

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