Janusz Korniak

Nearest-Neighbor Spline Approximation (NNSA) Improvement to TSK Fuzzy Systems

2015 · IEEE Transactions on Industrial Informatics

In this paper, we propose two versions of an improved defuzzification technique for Takagi Sugeno Kang (TSK) fuzzy systems (FSs) based on local third-order approximations. The presented nearest-neighbor spline approximation algorithms (NNSA1 and NNSA2) use …