Paper Info
Title
A CAD Approach to Simplify Fuzzy System Descriptions
Abstract
Simplification is an important step in the design of a fuzzy system since the membership functions that represent the fuzzy sets as well as the 'if-then' rules that relate them usually contain redundant information. This paper presents a CAD tool which provides the user with a wide set of algorithms to automate simplification process. It allows reducing the number of membership functions and rules described initially as well as increasing its expressiveness and linguistic interpretability. Since the tool is included within the design environment Xfuzzy 3, the simplified system can be also verified, tuned and synthesized automatically. Several examples are included to illustrate the efficiency of the simplification facilities provided.
Year
DOI
Venue
2006
10.1109/FUZZY.2006.1682033
Vancouver, BC
Keywords
Field
DocType
CAD,fuzzy reasoning,fuzzy set theory,fuzzy systems,CAD approach,Xfuzzy 3 design,fuzzy sets,fuzzy system design,linguistic interpretability,membership function,simplification process automation
Cad tools,CAD,Data mining,Interpretability,Defuzzification,Computer science,Fuzzy set,Artificial intelligence,Fuzzy control system,Membership function,Machine learning,Expressivity
Conference
ISSN
ISBN
Citations 
1098-7584
0-7803-9488-7
9
PageRank 
References 
Authors
0.78
6
4
Name
Order
Citations
PageRank
Iluminada Baturone114923.70
Francisco Jose Moreno-Velo2344.98
Andrés Gersnoviez3273.92
Moreno-Velo, F.J.4362.91