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Belief Change: Introduction and Overview: SpringerBriefs in Intelligent Systems

Autor Eduardo Fermé, Sven Ove Hansson
en Limba Engleză Paperback – 31 mai 2018
This book explains how the logic of theory change employs formal models in the investigation of changes in belief states and databases. The topics covered include equivalent characterizations of AGM operations, extended representations of the belief states, change operators not included in the original framework, iterated change, applications of the model, its connections with other formal frameworks, and criticism of the model.
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Specificații

ISBN-13: 9783319605333
ISBN-10: 331960533X
Pagini: 125
Ilustrații: IX, 125 p. 11 illus., 7 illus. in color.
Dimensiuni: 155 x 235 x 18 mm
Greutate: 0.2 kg
Ediția:1st ed. 2018
Editura: Springer International Publishing
Colecția Springer
Seria SpringerBriefs in Intelligent Systems

Locul publicării:Cham, Switzerland

Cuprins

Motivation.- History.- The AGM Model.- Belief Sets.- Equivalent Characterizations.- Safe and Kernel Contraction.- Criticism of the Model.- Belief Bases.- Iterated Change.- Multiple Change.- Extended Representations of Belief States.- Alternative Operators of Change.- Multiagent Belief Change.- Applications and Connections.- Implementations.- Conclusions.- References.

Recenzii

“The explanations are concise and clear; the organization is transparent, so that readers can dip in and out of topics that particularly interest them. … The volume thus serves as a road map or, one could say, a GPS, for those seeking a bird’s-eye view with opportunities to zoom into details of the terrain.” (David Makinson, zbMATH 1458.03001, 2021)

Caracteristici

Community employs formal models in the investigation of changes in belief states and databases Logic of theory change was the starting-point of a large, rapidly growing literature Valuable for researchers in logic, philosophy, and artificial intelligence