A Logical Theory of Nonmonotonic Inference and Belief Change
(Sprache: Englisch)
This monograph provides logical foundations and a uniform description for nonmonotonic reasoning and belief change. The approach to both these subjects is based on a powerful notion of an epistemic state that subsumes both existing models for nonmonotonic...
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This monograph provides logical foundations and a uniform description for nonmonotonic reasoning and belief change. The approach to both these subjects is based on a powerful notion of an epistemic state that subsumes both existing models for nonmonotonic inference and current models for belief change. Many results and constructions in the book are completely new and have not appeared earlier in the literature. The book is primarily intended for experts in Artificial Intelligence and Knowledge Representation who are interested in tools for describing commonsense reasoning tasks, as well as in representation capabilities of such tools. It is also of interest to general logicians.
Inhaltsverzeichnis zu „A Logical Theory of Nonmonotonic Inference and Belief Change “
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.
Bibliographische Angaben
- Autor: Alexander Bochman
- 2001, 436 Seiten, Maße: 16,5 x 24,3 cm, Gebunden, Englisch
- Verlag: Springer
- ISBN-10: 3540417664
- ISBN-13: 9783540417668
- Erscheinungsdatum: 20.06.2001
Sprache:
Englisch
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