Principles of Imprecise-Information Processing [recurso electrónico] : A New Theoretical and Technological System. / by Shiyou Lian.

Por: Lian, Shiyou [author.]Colaborador(es): SpringerLink (Online service)Tipo de material: TextoTextoEditor: Singapore : Springer Singapore : Imprint: Springer, 2016Descripción: XXVI, 648 p. 186 illus. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789811015496Tema(s): Computer science | Artificial intelligence | Computational intelligence | Robotics | Automation | Computer Science | Artificial Intelligence (incl. Robotics) | Computational Intelligence | Robotics and Automation | Information Systems Applications (incl. Internet)Formatos físicos adicionales: Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q334-342TJ210.2-211.495Recursos en línea: Libro electrónicoTexto
Contenidos:
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.
En: Springer eBooksResumen: 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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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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