Handbook of Defeasible Reasoning and Uncertainty Management Systems: Algorithms for Uncertainty and Defeasible Reasoning by Dov M. GabbayHandbook of Defeasible Reasoning and Uncertainty Management Systems: Algorithms for Uncertainty and Defeasible Reasoning by Dov M. Gabbay

Handbook of Defeasible Reasoning and Uncertainty Management Systems: Algorithms for Uncertainty and…

EditorDov M. Gabbay, Philippe Smets

Paperback | December 5, 2010

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The Handbook of Defeasible Reasoning and Uncertainty Management Systems is unique in its masterly survey of the computational and algorithmic problems of systems of applied reasoning. The various theoretical and modelling aspects of defeasible reasoning were dealt with in the first four volumes, and Volume 5 now turns to the algorithmic aspect. Topics covered include: Computation in valuation algebras; consequence finding algorithms; possibilistic logic; probabilistic argumentation systems, networks and satisfiability; algorithms for imprecise probabilities, for Dempster-Shafer, and network based decisions.
Title:Handbook of Defeasible Reasoning and Uncertainty Management Systems: Algorithms for Uncertainty and…Format:PaperbackDimensions:522 pages, 9.25 × 6.1 × 0.07 inPublished:December 5, 2010Publisher:Springer NetherlandsLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:9048156033

ISBN - 13:9789048156030

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Table of Contents

Volume Introduction; J. Kohlas, S. Moral. Part I: Fundamentals. Computation in Valuation Algebras; J. Kohlas, P.P. Shenoy. Consequence Finding Algorithms; P. Marquis. Part II: Algorithms for Logical Formalisms. Computing Specificity in Default Reasoning; S. Benferhat. Possibilistic Logic: Complexity and Algorithms; J. Lang. Probabilistic Argumentation Systems; R. Haenni, J. Kohlas, N. Lehmann. Part III: Algorithms for Numerical Formalisms. Probabilistic Networks; F.V. Jensen, S.L. Lauritzen. Probabilistic Satisfiability; P. Hansen, B. Jaumard. Algorithms for Imprecise Probabilities; A. Cano, S. Moral. Algorithms for Dempster-Shafer Theory; N. Wilson. Network-based Decision Algorithms; Hong Xu. Index.