Explanatory Nonmonotonic Reasoning

Alexander Bochman (Prof Of Artificial Intelligence, Holon Inst Of Technology, Israel)

Explanatory Nonmonotonic Reasoning
Format
Hardback
Publisher
World Scientific Publishing Co Pte Ltd
Country
Singapore
Published
20 January 2005
Pages
424
ISBN
9789812561015

Explanatory Nonmonotonic Reasoning

Alexander Bochman (Prof Of Artificial Intelligence, Holon Inst 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.

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