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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Grundlagen Handbook of Defeasible Reasoning and Uncertainty Management Systems
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Handbook of Defeasible Reasoning and Uncertainty Management Systems
(Broschiert, Englisch)
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Beschreibung
Reasoning under uncertainty is always based on a specified language or for malism, including its particular syntax and semantics, but also on its associated inference mechanism. In the present volume of the handbook the last aspect, the algorithmic aspects of uncertainty calculi are presented. Theory has suffi ciently advanced to unfold some generally applicable fundamental structures and methods.… On the other hand, particular features of specific formalisms and ap proaches to uncertainty of course still influence strongly the computational meth ods to be used. Both general as well as specific methods are included in this volume. Broadly speaking, symbolic or logical approaches to uncertainty and nu merical approaches are often distinguished. Although this distinction is somewhat misleading, it is used as a means to structure the present volume. This is even to some degree reflected in the two first chapters, which treat fundamental, general methods of computation in systems designed to represent uncertainty. It has been noted early by Shenoy and Shafer, that computations in different domains have an underlying common structure. Essentially pieces of knowledge or information are to be combined together and then focused on some particular question or domain. This can be captured in an algebraic structure called valuation algebra which is described in the first chapter. Here the basic operations of combination and focus ing (marginalization) of knowledge and information is modeled abstractly subject to simple axioms. 213,99 €
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Technische Daten
Erscheinungsdatum
05.12.2010
Sprache
Englisch
EAN
9789048156030
Herausgeber
Springer Netherland
Serien- oder Bandtitel
Handbook of Defeasible Reasoning and Uncertainty Management Systems
Sonderedition
Nein
Seitenanzahl
517
Einbandart
Broschiert
Buch Untertitel
Algorithms for Uncertainty and Defeasible Reasoning
Schlagwörter
algorithms, complexity, probabilistic network, uncertainty
Thema-Inhalt
PBCD - Mathematik: Logik
PBC - Mathematische Grundlagen
UMC - Compiler und Übersetzer
UYA - Theoretische Informatik
QDTL - Philosophie: Logik
UYQ - Künstliche Intelligenz
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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