Title :
Adaptive fuzzy interpolationfor sparse fuzzy rule-based systems
Author :
Shou-Hsiung Cheng;Shyi-Ming Chen;Chia-Ling Chen
Author_Institution :
Department of Information Management, Chienkuo Technology University, Changhua, Taiwan
fDate :
7/1/2015 12:00:00 AM
Abstract :
This paperproposes a new adaptive fuzzy interpolation method based on ranking values of polygonal fuzzy sets and similarity measures between polygonal fuzzy sets. The experimental results show that the proposed adaptive fuzzy interpolation method out performs the existing methods for fuzzy interpolative reasoning in sparse fuzzy rule-based systems.
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2015 International Conference on
DOI :
10.1109/ICMLC.2015.7340947
