In the name of of Allah the Merciful

Fuzzy Rule-Based Modeling with Applications to Geophysical, Biological, and Engineering Systems

Andras Bardossy, Lucien Duckstein, B0BG3WKXMX, 0849378338, 9780849378331, 9780429610868, 9780429605345, 978-0849378331, 978-0429610868, 978-0429605345

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English | 2022 | PDF

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This book presents in a systematic and comprehensive manner the  modeling of uncertainty, vagueness, or imprecision, alias "fuzziness,"  in just about any field of science and engineering. It delivers a usable  methodology for modeling in the absence of real-time feedback.
The  book includes a short introduction to fuzzy logic containing basic  definitions of fuzzy set theory and fuzzy rule systems. It describes  methods for the assessment of rule systems, systems with discrete  response sets, for modeling time series, for exact physical systems,  examines verification and redundancy issues, and investigates rule  response functions.
Definitions and propositions, some of which have  not been published elsewhere, are provided; numerous examples as well as  references to more elaborate case studies are also given. Fuzzy  rule-based modeling has the potential to revolutionize fields such as  hydrology because it can handle uncertainty in modeling problems too  complex to be approached by a stochastic analysis. There is also  excellent potential for handling large-scale systems such as  regionalization or highly non-linear problems such as unsaturated  groundwater pollution.