Principles of Imprecise-Information Processing
A New Theoretical and Technological System.
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Beschreibung
The book showcases cutting-edge concepts and methods, and presents the principle of imprecise-information processing. It also proposes a new theory and technology for imprecise-information processing that differs from fuzzy technology, thus providing a platform for related applications and laying the theoretical basis for further research.
Imprecise-information processing – a type of processing based on flexible linguistic values and quantifiable rigid linguistic values – is an important component of intelligence science and technology. This book offers an easy-to-understand overview of the basic principles and methods of imprecise-information processing, allowing readers to develop related applications or pursue further research.
The book showcases cutting-edge concepts and methods, and presents the principle of imprecise-information processing. It also proposes a new theory and technology for imprecise-information processing that differs from fuzzy technology, thus providing a platform for related applications and laying the theoretical basis for further research.
Imprecise-information processing – a type of processing based on flexible linguistic values and quantifiable rigid linguistic values – is an important component of intelligence science and technology. This book offers an easy-to-understand overview of the basic principles and methods of imprecise-information processing, allowing readers to develop related applications or pursue further research.
Provides a comprehensive and systematic approach to imprecise-information processing as an independent research field Proposes a new theory and technology for imprecise-information processing that differs from fuzzy technology Offers a platform for related applications as a theoretical basis for further research Includes over 50 theorems, more than 100 formulas, functions and rules, and in excess of 80 specific methods and algorithms, as well as various system structure diagrams Features significant new content added since the publication of the original Chinese edition in 2009 Includes supplementary material: sn.pub/extras
Autor*in
Shiyou Lian
Themen in »Principles of Imprecise-Information Processing«
Information Processing Imprecise Information Flexible Linguistic Values Approximate Reasoning Imprecise Knowledge Rigid Linguistic Values Fuzzy Sets Machine Learning Robots and Automation Pattern Recognition Control and Decision Making Natural Language Processing Data Mining Knowledge Discovery Man-Machine Interfaces
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“This research monograph is devoted to so-called flexible concepts (flexible sets) aimed at the representation and processing imprecision in systems analysis. … the book could be of interest to various groups of readers as offering yet another avenue of representing and processing imprecise information.” (Witold Pedrycz, zbMATH 1370.68006, 2017)
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