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R-CALCULUS: A Logic of Belief Revision / by Wei Li, Yuefei Sui.
- Format:
- Book
- Author/Creator:
- Li, Wei, Author.
- Sui, Yuefei., Author.
- Series:
- Computer Science (SpringerNature-11645)
- Perspectives in Formal Induction, Revision and Evolution, 2731-3697
- Language:
- English
- Subjects (All):
- Logic programming.
- Machine theory.
- Logic, Symbolic and mathematical.
- Mathematical models.
- Big data.
- Logic in AI.
- Formal Languages and Automata Theory.
- Mathematical Logic and Foundations.
- Mathematical Modeling and Industrial Mathematics.
- Big Data.
- Local Subjects:
- Logic in AI.
- Formal Languages and Automata Theory.
- Mathematical Logic and Foundations.
- Mathematical Modeling and Industrial Mathematics.
- Big Data.
- Physical Description:
- 1 online resource (XII, 200 pages) : 4 illustrations, 1 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- This book introduces new models based on R-calculus and theories of belief revision for dealing with large and changing data. It extends R-calculus from first-order logic to propositional logic, description logics, modal logic and logic programming, and from minimal change semantics to subset minimal change, pseudo-subformula minimal change and deduction-based minimal change (the last two minimal changes are newly defined). And it proves soundness and completeness theorems with respect to the minimal changes in these logics. To make R-calculus computable, an approximate R-calculus is given which uses finite injury priority method in recursion theory. Moreover, two applications of R-calculus are given to default theory and semantic inheritance networks. This book offers a rich blend of theory and practice. It is suitable for students, researchers and practitioners in the field of logic. Also it is very useful for all those who are interested in data, digitization and correctness and consistency of information, in modal logics, non monotonic logics, decidable/undecidable logics, logic programming, description logics, default logics and semantic inheritance networks. .
- Contents:
- Introduction
- Preliminaries
- R-calculi for Propositional Logic
- R-calculi for Description Logics
- R-calculi for Modal Logic
- R-calculi for Logic Programming
- R-calculi for First-order Logic
- Nonmonotonicity of R-calculus
- Approximate R-calculus
- An application to Default Logic
- An application to Semantic Networks.
- Other Format:
- Printed edition:
- ISBN:
- 978-981-16-2944-0
- 9789811629440
- Access Restriction:
- Restricted for use by site license.
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