Probability Logics

Probability-Based Formalization of Uncertain Reasoning

AvZoran Ognjanović,Miodrag Rašković

Häftad, Engelska, 2018

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Beskrivning

The aim of this book is to provide an introduction to probability logic-based formalization of uncertain reasoning. The authors' primary interest is mathematical techniques for infinitary probability logics used to obtain results about proof-theoretical and model-theoretical issues such as axiomatizations, completeness, compactness, and decidability, including solutions of some problems from the literature.An extensive bibliography is provided to point to related work, and this book may serve as a basis for further research projects, as a reference for researchers using probability logic, and also as a textbook for graduate courses in logic.

Produktinformation

Utgivningsdatum:2018-06-29
Mått:155 x 235 x 13 mm
Vikt:359 g
Format:Häftad
Språk:Engelska
Antal sidor:215
Förlag:Springer International Publishing AG
ISBN:9783319836379

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Systemvetenskap och AI inom Data och IT
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Recensioner i media

“This is a book that presents a logical view of probabilistic inference and, despite its biases and choice of presentation, should be of interest for students and researchers who are interested in such a foundational view of the interactions of logic and probabilities.” (Computing Reviews, June, 2017)

Innehållsförteckning

Introduction, Historical Background.- Syntax and Semantics of Probability Logics.- Completeness.- Decidability.- Heuristic Procedure for Satisfiability Checking.- Qualitative Probabilities.- Probability Functions.- Intuitionistic, Temporal, First-Order Logic.- Conditional Probabilities.- Probabilistic Approach to Default Reasoning.- Reasoning About Evidence.- Measuring Knowledge Inconsistency.