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Epistemic Situation Calculus Based on Granular Computing

eBook - A New Approach to Common-Sense Reasoning, Intelligent Systems Reference Library

Erschienen am 15.05.2023
CHF 161,90
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Bibliografische Daten
ISBN/EAN: 9783031285516
Sprache: Englisch
Umfang: 0 S., 1.64 MB
Auflage: 1. Auflage 2023
E-Book
Format: PDF
DRM: Digitales Wasserzeichen

Beschreibung

This book approaches to the subject of common-sense reasoning in AI using epistemic situation calculus which integrates the ideas of situation calculus and epistemic logic. Artificial intelligence (AI) is the research area of science and engineering for intelligent machines, especially intelligent computer programs. It is very important to deal with common-sense reasoning in knowledge-based systems. If we employ a logic-based framework, classical logic is not suited for the purpose of describing common-sense reasoning. It is well known that there are several difficulties with logic-based approaches, e.g., the so-called Fame Problem. We try to formalize common-sense reasoning in the context of granular computing based on rough set theory. The book is intended for those, like experts and students, who wish to get involved in the field as a monograph or a textbook for the subject. We assume that the reader has mastered the material ordinarily covered in AI and mathematical logic

Inhalt

Introduction.- Preliminaries.- Discussion.- Conclusion.- Index.

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