Fuzzy rule-based modeling with applications to geophysical, biological, and engineering systems. (2022)

• Record Type: Book
• Further Information: Note: András Bárdossy, Lucien Duckstein.
• Authors: Bárdossy, András; Duckstein, Lucien
• Contents: Introduction; Basic Elements and Definitions; Fuzzy Sets: Definitions and Properties; Fuzzy Numbers; Assessment of the Membership Functions; Fuzzy Sets, Possibilities and Probabilities; Fuzzy Rules; The Structure of a Fuzzy Rule; Combination of Fuzzy Rule Responses; Defuzzification; Case of Fuzzy Premises; Rules with Multiple Responses; Rule Systems; Completeness and Redundancy; Variables to Be Used for Rule Systems; Rules and Continuous Functions; Membership Functions in Rule Systems; Sensitivity of the Response Functions; Rule Construction; Explicit Rule Specification; Deriving Rule Systems from Datasets; Known Rule Structure; Partially Explicit Rule Structures; Unknown Rule Structure; Deriving Rule Systems from Fuzzy Data; Rule Verification; Removing Unnecessary Rules; Fuzzy Rule-Based Modeling versus Fuzzy Control; Principles of Fuzzy Control; Examples of Fuzzy Control; Fuzzy Control and Fuzzy Rule-Based Modeling; Rule Systems with Discrete Responses; Combination of Discrete Consequence Type Rules; Rule Assessment; Application to Weather Classification; Application to Time Series; Rule Assessment; Example: Water Demand Forecasting; Example: Daily Mean Temperature; Application to Dynamical Physical Systems; Application to Soil Water Movement; Other Applications; Application to Medical Diagnosis; Sustainable Reservoir Operation; References; A Proofs of Selected Propositions
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 511.8; Mathematical models; Fuzzy systems; Geophysics -- Mathematical models; Biological systems -- Mathematical models; Engineering systems -- Mathematical models
• Languages: English
• ISBNs: 9780429605345; 9780429610868
• Notes: Note: Description based on CIP data; resource not viewed.
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