JOURNAL ARTICLE
Weighted fuzzy interpolative reasoning based on interval type-2 fuzzy sets
Abstract
In this paper, we present a weighted fuzzy interpolative reasoning method for sparse fuzzy rule-based system based on interval type-2 fuzzy sets. Based on the ranking values of interval type-2 fuzzy sets, we present a weighted fuzzy interpolative reasoning method for sparse fuzzy rule-based systems. We also use an example to illustrate the proposed weighted fuzzy interpolative reasoning method based on interval type-2 fuzzy sets. The proposed method provides us a useful way to deal with weighted fuzzy interpolative reasoning based on the ranking values of interval type-2 fuzzy sets.
Keywords:
Fuzzy set operations Fuzzy classification Defuzzification Mathematics Fuzzy number Type-2 fuzzy sets and systems Fuzzy logic Fuzzy set Artificial intelligence Fuzzy rule Ranking (information retrieval) Neuro-fuzzy Interval (graph theory) Data mining Pattern recognition (psychology) Fuzzy control system Computer science Combinatorics
Metrics
2
Cited By
0.00
FWCI (Field Weighted Citation Impact)
12
Refs
0.11
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Fuzzy Logic and Control Systems
Physical Sciences → Computer Science → Artificial Intelligence
Multi-Criteria Decision Making
Social Sciences → Decision Sciences → Management Science and Operations Research
Fuzzy Systems and Optimization
Physical Sciences → Mathematics → Statistics and Probability
Related Documents
JOURNAL ARTICLE
Weighted fuzzy interpolative reasoning systems based on interval type-2 fuzzy sets
Shyi‐Ming ChenLi-Wei LeeVictor R.L. Shen
Journal: Information Sciences Year: 2013 Vol: 248 Pages: 15-30
BOOK-CHAPTER
Fuzzy Interpolative Reasoning Using Interval Type-2 Fuzzy Sets
Lecture notes in computer science Year: 2008 Pages: 92-101
JOURNAL ARTICLE
A new fuzzy interpolative reasoning method based on interval type-2 fuzzy sets
Journal: Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics Year: 2008 Pages: 82-87
JOURNAL ARTICLE
Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on interval type-2 fuzzy sets
Journal: Expert Systems with Applications Year: 2011 Vol: 38 (8)Pages: 9947-9957
JOURNAL ARTICLE
Adaptive weighted fuzzy interpolative reasoning based on representative values and similarity measures of interval type-2 fuzzy sets
Journal: Information Sciences Year: 2018 Vol: 478 Pages: 167-185