University of Macau Library

Author: Bai, Lu; Ding, Liya
Title: A suitability measure for automatic selection of fuzzy model based on user's data
Journal Name: 澳門科技大學學報
Pub. Info: Dec. 2008, Vol.2, No.2, pp. 8-14
Keyword: Fuzzy model；Suitability measure；Automatic selection of fuzzy model；User's data
Abstract: Abstract : There have been different fuzzy models and inference methods developed for various applications, how to choose a suitable one for specific problem solving is an issue for the development of intelligent systems. In this article, a method is proposed to measure the suitability of fuzzy model based on user's data, and an algorithm is also proposed for automatic selection of fuzzy model and method based on the suitability. Paragraph Headings: 1. Introduction 2. Fuzzy model and method 2.1. Different fuzzy inference models 2.2. Fuzzy set and fuzzy rule 2.3. Developing a fuzzy inference system 3. Automatic selection of fuzzy model based on user’s data 3.1. Suitability of single fuzzy rule 3.2. Suitability of fuzzy model 3.3. Automatic selection of fuzzy model based on user’s data 3.4. Applications 4. Conclusion Tables: 1. User’s sample data 2. Fuzzy rule base Figures: 1. Suitability of single rule with conclusion 2. Suitability of a fuzzy model 3. Hybrid fuzzy system 4. Knowledge-based fuzzy sets 5. Triangular fuzzy sets 6. Inference of single rule using Mamdani Model 7. Inference of single rule using Revision Principle