Graded Logic

£149.50

Graded Logic

Modeling Human Commonsense Reasoning in Decision-Making and AI

Management decision making Operational research Artificial intelligence

Author: Jozo Dujmovic

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Collection: Intelligent Systems Reference Library

Language: English

Published by: Springer

Published on: 18th August 2025

Format: LCP-protected ePub

ISBN: 9783031885587


Observable human commonsense reasoning

can be modeled with graded propositional logic. Our approach is distinctive in that all mathematical models are directly linked to specific, observable, and explainable mental activities. Decision-makers evaluate alternatives through perceived gradations of truth, importance, suitability, simultaneity, and substitutability. Each graded variable has a semantic identity, reflecting its role and meaning tied to the goals and interests of a specific decision-maker.

History and current status

Graded logic was introduced 50 years ago, and this book presents its current status based on a half-century of improvements and applications. The book includes examples of decision problems solved using graded logic models.

Objectives and future directions

Our aim is to provide readers with a solid theoretical foundation in graded propositional calculus, enabling them to confidently apply the LSP method on complex evaluation and decision problems. Additionally, the book suggests numerous directions for future research and applications.

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