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Principles of Imprecise-Information Processing : A New Theoretical and Technological System / by Shiyou Lian

By: Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: SpringerLink Bücher | Springer eBook Collection Computer SciencePublisher: Singapore : Springer, 2016Description: Online-Ressource (XXVI, 648 p. 186 illus, online resource)ISBN:
  • 9789811015496
Subject(s): Additional physical formats: 9789811015472 | Druckausg.: Principles of imprecise-information processing. Singapore : Springer, 2016. xxvi, 648 Seiten | Printed edition: 9789811015472 MSC: MSC: *68-02 | 68T37LOC classification:
  • Q334-342 TJ210.2-211.495
  • Q334-342
  • TJ210.2-211.495
DOI: DOI: 10.1007/978-981-10-1549-6Online resources: Summary: 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 researchSummary: 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 PropositionsPPN: PPN: 1658413245Package identifier: Produktsigel: ZDB-2-SCS | ZDB-2-SEB | ZDB-2-SXCS
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