Contrary to general opinion, Artificial Intelligence research has often been carried out from a mathematical point of view, and frequently incorporates techniques of theoretical computer science. This book surveys various areas of Artificial Intelligence research, describing formal techniques. The areas chosen are most of those which have been - or can be - discussed with mathematical precision and clarity. The authors are all active researchers (in some cases international authorities) in their respective areas. The volume is much more than a collection of `annotated bibliographies'. The papers survey the basic techniques of each field, giving information that will facilitate further reading. The areas covered are: equations and identities in algebras, mechanical theorem proving, logical induction, intelligent data bases, qualitative reasoning, program verification and synthesis, automatic heuristic development and neural networks.
Contrary to general opinion, Artificial Intelligence research has often been carried out from a mathematical point of view, and frequently incorporates techniques of theoretical computer science. This book surveys various areas of Artificial Intelligence research, describing formal techniques. The areas chosen are most of those which have been - or can be - discussed with mathematical precision and clarity. The authors are all active researchers (in some cases international authorities) in their respective areas. The volume is much more than a collection of `annotated bibliographies'. The papers survey the basic techniques of each field, giving information that will facilitate further reading. The areas covered are: equations and identities in algebras, mechanical theorem proving, logical induction, intelligent data bases, qualitative reasoning, program verification and synthesis, automatic heuristic development and neural networks.
Reihe
Auflage
Sprache
Verlagsort
Verlagsgruppe
Elsevier Science & Technology
Zielgruppe
Für höhere Schule und Studium
Für Beruf und Forschung
Editions-Typ
Illustrationen
Maße
ISBN-13
978-0-444-88130-4 (9780444881304)
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Schweitzer Klassifikation
Term Rewriting and Equational Reasoning (J. Avenhaus, K. Madlener). Implementing Metamathematics as an Approach to Automatic Theorem Proving (R.L. Constable, D.J. Howe). Qualitative Physics (S.D. Grantham, L.H. Ungar). Automatic Generation of Heuristics (J.P.E. Hodgson). A Survey of Computational Learning Theory (P.D. Laird). A Primer on the Complexity Theory of Neural Networks (I. Parberry). Mechanical Theorem Proving (D.A. Plaisted). Semantic Issues in Deductive Databases and Logic Programs (H. Przymusinska, T. Przymusinski). An Introduction to Unification Theory (J.H. Siekmann). Index.
