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

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Andras Bardossy Lucien Duckstein

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

Andras Bardossy, Lucien Duckstein, Lucien Duckstein

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English

CRC Press Inc
28 April 1995

Cybernetics & systems theory; Mathematical modelling; Fuzzy set theory; Maths for scientists; Maths for engineers

Series: Systems Engineering

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.

By: Andras Bardossy, Lucien Duckstein, Lucien Duckstein
Imprint: CRC Press Inc
Country of Publication: United States
Volume: 8
Dimensions: Height: 234mm, Width: 156mm, Spine: 235mm
Weight: 566g
ISBN: 9780849378331
ISBN 10: 0849378338
Series: Systems Engineering
Pages: 256
Publication Date: 28 April 1995
Audience: College/higher education , Professional and scholarly , Professional & Vocational , A / AS level , Further / Higher Education
Format: Hardback
Publisher's Status: Active

Andras Bardossy, Lucien Duckstein