Bültmann & Gerriets
A Logical Theory of Nonmonotonic Inference and Belief Change
von Alexander Bochman
Verlag: Springer Berlin Heidelberg
Reihe: Artificial Intelligence
Hardcover
ISBN: 978-3-642-07516-2
Auflage: Softcover reprint of hardcover 1st ed. 2001
Erschienen am 04.12.2010
Sprache: Englisch
Format: 234 mm [H] x 156 mm [B] x 25 mm [T]
Gewicht: 676 Gramm
Umfang: 448 Seiten

Preis: 160,49 €
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Inhaltsverzeichnis
Klappentext

1 Introduction.- 2 Consequence Relations.- 3 Epistemic States.- 4 Similarity and Decomposition.- 5 Epistemic Entrenchment.- 6 The Basic Inference Relation.- 7 Skeptical Inference Relations.- 8 Defeasible Entailment.- 9 Credulous Nonmonotonic Inference.- 10 Contraction Inference.- 11 Belief Change and Its Problems.- 12 Contractions of Epistemic States.- 13 Merge and Expansion.- 14 Compound and Derived Changes.- References.



The main subject and objective of this book are logical foundations of non­ monotonic reasoning. This bears a presumption that there is such a thing as a general theory of non monotonic reasoning, as opposed to a bunch of systems for such a reasoning existing in the literature. It also presumes that this kind of reasoning can be analyzed by logical tools (broadly understood), just as any other kind of reasoning. In order to achieve our goal, we will provide a common logical basis and semantic representation in which different kinds of non monotonic reasoning can be interpreted and studied. The suggested framework will subsume ba­ sic forms of nonmonotonic inference, including not only the usual skeptical one, but also various forms of credulous (brave) and defeasible reasoning, as well as some new kinds such as contraction inference relations that express relative independence of pieces of data. In addition, the same framework will serve as a basis for a general theory of belief change which, among other things, will allow us to unify the main approaches to belief change existing in the literature, as well as to provide a constructive view of the semantic representation used. This book is a monograph rather than a textbook, with all its advantages (mainly for the author) and shortcomings (for the reader).


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