Shiyou Lian

Principles of Imprecise-Information Processing (eBook, PDF)

A New Theoretical and Technological System.

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 648
• Erscheinungstermin: 2. Juli 2016
• Englisch
• ISBN-13: 9789811015496
• Artikelnr.: 46924035

Autorenporträt

Prof. Shiyou Lian is Associate Professor at Xi'an Shiyou University, China. He has engaged in the teaching and research of computer science and artificial intelligence for nearly 30 years. His current research areas includes Imprecise-information processing, Intelligence science and technology theories, Intelligent application system development, etc.

Prof. Lian participated in or presided over 10 scientific projects, including National Natural Science Foundation of China projects and National 863 Hi-tech projects. He is sole author of 3 academic monographs and sole or first author of over 30 scientific papers; won a second prize of Distinguished Science and Research Achievement of Shaanxi Institutions of Higher Learning; singly developed expert system development tool ESS. Prof. Lian is sole author and editor of 6 textbooks, including the Introduction to Artificial Intelligence (Third Edition), one of the National "Eleventh Five-year" Planned Textbooks. He has also won 2 second prizes of teaching achievement of provincial level.

Inhaltsangabe

Overview of Imprecise-Information Processing.- Flexible Concepts and Flexible Linguistic Values and Their Mathematical Models.- Modeling of Flexible Concepts.- Flexible Sets and Operations on Flexible Sets.- Flexible Linguistic Values, and Operations on Flexible Linguistic Values.- Superposition, Quantification, Conversion and Generalization of Flexible Linguistic Values.- Relatively-Opposite Flexible Linguistic Values and Relatively-Opposite Flexible Sets.- Correspondence between Flexible Sets, and Flexible Linguistic Functions.- Flexible Numbers and Flexible Functions.- Truth Degreed Logic and Corresponding Inference.- Flexible Linguistic Truth-Valued Logic and Corresponding Inference.- Adjoint Functions of a Flexible Linguistic Rule.- Reasoning and Computation with Flexible Linguistic Rules.- Approximate Evaluation of Flexible Linguistic Functions.- Approximate Reasoning and Computation Based on the Approximate Evaluation Principle of Flexible Linguistic Functions.- Imprecise-Problem Solving and Flexible Intelligent Systems.- Imprecise-Knowledge Discovery.- Several Measures of Sets and Flexible Sets.- Quantifiable Rigid Linguistic Values and Related Theories.- Methodology of Imprecise-Information Processing, and Some Other Application Problems.- Probabilities of Random Flexible Events.- Degrees of Believability of Flexible Propositions and Reasoning with Believability-Degrees.- Some Discussions about Possibly-Type Modal Propositions and Rules.- Several Further Research Directions and Topics.

Rezensionen

"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)