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Soft computing and its applications. Volume II, Fuzzy reasoning and fuzzy control

Author: Kumar S Ray
Publisher: Toronto : Apple Academic Press ; Boca Raton, FL. : CRC Press, [2014] ©2014
Edition/Format:   eBook : Document : EnglishView all editions and formats
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Kumar S Ray
ISBN: 9781482257939 1482257939 1771880465 9781771880466
OCLC Number: 893631773
Description: 1 online resource : illustrations
Contents: Fuzzy Reasoning Introduction Model of approximate reasoning Basic approach to Zadeh's fuzzy reasoning Extended fuzzy reasoning Further extension of fuzzy reasoning Generalized form of fuzzy reasoning Application of fuzzy reasoning for prediction of radiation fog Aggregation in fuzzy system modeling Single Input Rule Modules (SIRMs) connected fuzzy reasoning method Some properties of compositional rule of inference Computation of compositional rule of inference under t-norms Inverse approximate reasoning Interpolative fuzzy reasoning On generalized method-of-case inference rule Generalized disjunctive syllogism Ray's bottom-up inferences Multidimensional fuzzy reasoning based on multidimensional fuzzy implication Fuzzy Reasoning Based on Concept of Similarity Introduction Fuzzy reasoning using similarity Similarity based fuzzy reasoning method Rule reduction is SBR Proposed similarity measure Fuzzy reasoning using similarity measures and computational rule of inference Applications to different models Reasoning based on total fuzzy similarity Similarity-based bidirectional approximate reasoning Logical approaches to fuzzy similarity-based reasoning Fuzzy resolution based on similarity-based unification Fuzzy Control Introduction Fuzzy controller Illustration on basic approaches to fuzzy control Fuzzy associative memory Fuzzy controller design Adaptive fuzzy controller design Self-tuning of fuzzy controller Single input rule module (SIRM) Construction of PID controller by simplified fuzzy reasoning method Fuzzy control as a fuzzy deduction system Concluding Remarks Review of the applications and future scope Index
Other Titles: Fuzzy reasoning and fuzzy control
Responsibility: Kumar S. Ray.

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"This two-volume textbook set is a quite elementary, but rather comprehensive, introduction to the field of soft computing, accessible not only for undergraduates in mathematics, but also for Read more...

 
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