Principles of Imprecise-Information Processing : A New Theoretical and Technological System. / by Shiyou Lian
By: Lian, Shiyou
Material type:
E-bookPublisher: Singapore : Springer, 2016Description: 1 recurso en línea (XXVI, 648 p.) 186 il..ISBN: 9789811015496.Subject: Proceso de datos
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Madrid Digital Acceso Electrónico (UEM) | Ciencias e Ingeniería | QA76.9.D5 L536 2016 EB (Browse shelf(Opens below)) | .i11616842 | Acceso electrónico | eBOOK .i11616842 |
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Introduction -- Formation of Flexible Linguistic Values and Their Mathematical Models -- Formation Principles and Modeling of Imprecise Information -- Fundamental Theories of Flexible Sets and Flexible Linguistic Values -- Mathematical Theories about Imprecise Information -- Truth-Degreed Logic and Flexible-Linguistic-Truth-Valued Logic -- Logic Theories about Imprecise Information -- Approximate Reasoning with Flexible Linguistic Rules and Approximate Evaluation of Flexible Linguistic Functions -- Reasoning and Computation with Imprecise Information and Knowledge -- Imprecise-Problem Solving and Imprecise-Knowledge Discovery --Application of Imprecise-Information Processing -- Quantifiable Rigid Linguistic Values and Information Processing with Degrees -- Extension of Imprecise Information -- Probabilities of Flexible Events, Believability-Degrees of Flexible Propositions and Reasoning with Believability-Degrees as well as Modal Propositions.
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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