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Probability Logics: Probability-Based Formalization of Uncertain Reasoning

Autor Zoran Ognjanović, Miodrag Rašković, Zoran Marković
en Limba Engleză Hardback – noi 2016
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. 
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Specificații

ISBN-13: 9783319470115
ISBN-10: 3319470116
Pagini: 217
Ilustrații: XI, 215 p. 5 illus.
Dimensiuni: 155 x 235 x 14 mm
Greutate: 0.5 kg
Ediția:1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland

Cuprins

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.

Recenzii

“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)

Textul de pe ultima copertă

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.

Caracteristici

Presents applications of probability logics to real-world reasoning, including default reasoning, spatiotemporal reasoning, and measuring inconsistency Includes extensive bibliographies pointing to related work Useful reference for researchers using probability logic, and textbook for graduate courses in logic Includes supplementary material: sn.pub/extras