EXPLANATORY NONMONOTONIC REASONING
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EXPLANATORY NONMONOTONIC REASONING
by Alexander Bochman (Holon Academic Institute of Technology, Israel)
Many approaches in the field of nonmonotonic and "commonsense" reasoning are actually different representations of the same basic ideas and constructions. This book gives a logical formalization of the original, explanatory approach to nonmonotonic reasoning. It uses the basic formalism of biconsequence relations, as well as derived systems of default, autoepistemic and causal inference, to cover in a single framework such diverse systems as default logic, autoepistemic and modal nonmonotonic logics, input/output and causal logics, argumentation theory, and semantics of general logic programs with negation as failure. This approach provides a clear separation between logical (monotonic) and nonmonotonic aspects of nonmonotonic reasoning. The separation allows, in particular, to single out the logics underlying modern logic programming and restore thereby the connection between logic programming and logic.
Contents:
- Scott Consequence Relations
- Biconsequence Relations
- Four-Valued Logics
- Nonmonotonic Semantics
- Default Consequence Relations
- Argumentation Theory
- Production and Causal Inference
- Epistemic Consequence Relations
- Modal Nonmonotonic Logics
View Full Text (19,301 KB)
Readership: Graduate students and researchers in artificial
intelligence and logicians.
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424pp
Pub. date: Jan 2005
eISBN 978-981-256-780-2
Price: US$88
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