By Vilém Novák,Irina Perfilieva,Antonín Dvorák
Provides a distinct and methodologically constant therapy of assorted parts of fuzzy modeling and comprises the result of mathematical fuzzy good judgment and linguistics
This booklet is the results of virtually thirty years of study on fuzzy modeling. It presents a special view of either the idea and numerous forms of purposes. The e-book is split into components. the 1st half includes an in depth presentation of the speculation of fuzzy modeling. the second one half provides chosen functions in 3 vital components: keep watch over and decision-making, snapshot processing, and time sequence research and forecasting. The authors tackle the constant and acceptable therapy of the notions of fuzzy units and fuzzy good judgment and their functions. they supply complementary perspectives of the method, that is in accordance with fuzzy IF-THEN principles. the 1st, extra conventional approach consists of fuzzy approximation and the speculation of fuzzy family. the second one approach is predicated on a mix of formal fuzzy common sense and linguistics. an important subject lined for the 1st time in publication shape is the bushy remodel (F-transform). purposes of this idea are defined in separate chapters and contain photograph processing and time sequence research and forecasting. the entire pointed out parts make this booklet of curiosity to scholars and researchers of fuzzy modeling in addition to to practitioners in industry.
Features:
- Provides a beginning of fuzzy modeling and proposes an intensive description of fuzzy modeling methodology
- Emphasizes fuzzy modeling in accordance with leads to linguistics and formal logic
- Includes chapters on traditional language and approximate reasoning, fuzzy regulate and fuzzy decision-making, and photograph processing utilizing the F-transform
- Discusses fuzzy IF-THEN principles for approximating services, fuzzy cluster research, and time sequence forecasting
Insight into Fuzzy Modeling is a reference for researchers within the fields of soppy computing and fuzzy common sense in addition to undergraduate, grasp and Ph.D. students.
Vilém Novák, D.Sc. is complete Professor and Director of the Institute for learn and functions of Fuzzy Modeling, college of Ostrava, Czech Republic.
Irina Perfilieva, Ph.D. is complete Professor, Senior Scientist, and Head of the dep. of Theoretical learn on the Institute for study and purposes of Fuzzy Modeling, collage of Ostrava, Czech Republic.
Antonín Dvorák, Ph.D. is affiliate Professor, and Senior Scientist on the Institute for study and functions of Fuzzy Modeling, collage of Ostrava, Czech Republic.
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Insight into Fuzzy Modeling by Vilém Novák,Irina Perfilieva,Antonín Dvorák
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