Insight into Fuzzy ModelingProvides a unique and methodologically consistent treatment of various areas of fuzzy modeling and includes the results of mathematical fuzzy logic and linguistics This book is the result of almost thirty years of research on fuzzy modeling. It provides a unique view of both the theory and various types of applications. The book is divided into two parts. The first part contains an extensive presentation of the theory of fuzzy modeling. The second part presents selected applications in three important areas: control and decisionmaking, image processing, and time series analysis and forecasting. The authors address the consistent and appropriate treatment of the notions of fuzzy sets and fuzzy logic and their applications. They provide two complementary views of the methodology, which is based on fuzzy IFTHEN rules. The first, more traditional method involves fuzzy approximation and the theory of fuzzy relations. The second method is based on a combination of formal fuzzy logic and linguistics. A very important topic covered for the first time in book form is the fuzzy transform (Ftransform). Applications of this theory are described in separate chapters and include image processing and time series analysis and forecasting. All of the mentioned components make this book of interest to students and researchers of fuzzy modeling as well as to practitioners in industry. Features:
Insight into Fuzzy Modeling is a reference for researchers in the fields of soft computing and fuzzy logic as well as undergraduate, master and Ph.D. students. Vilém Novák, D.Sc. is Full Professor and Director of the Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, Czech Republic. Irina Perfilieva, Ph.D. is Full Professor, Senior Scientist, and Head of the Department of Theoretical Research at the Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, Czech Republic. Antonín Dvorák, Ph.D. is Associate Professor, and Senior Scientist at the Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, Czech Republic.

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Inhalt
FUNDAMENTALS OF FUZZY MODELING  3 
Overview of Basic Notions  11 
3  49 
4  81 
5  97 
Rules  128 
SELECTED APPLICATIONS  149 
SELECTED APPLICATIONS  151 
Action Unit  177 
FTransform in Image Processing  189 
Analysis and Forecasting of Time Series  209 
235  
243  
Andere Ausgaben  Alle anzeigen
Insight into Fuzzy Modeling Vilém NovĂˇk,Irina Perfilieva,AntonĂn Dvorák Eingeschränkte Leseprobe  2016 
Insight into Fuzzy Modeling Vilém NovĂˇk,Irina Perfilieva,AntonĂn Dvorák Eingeschränkte Leseprobe  2016 
Insight Into Fuzzy Modeling Vilém Novák,Irina Perfilieva,Antonín Dvořák (Mathematician) Keine Leseprobe verfügbar  2016 