Fuzzy data processing method
Леся Дубчак, Nadiia Vasylkiv, Volodymyr Kochan, Andrij Lyapandra · 2013
This paper proposes a method for fuzzy data processing based on Mamdani's fuzzy inference method. The implementation of this method is divided into phases of training and exploitation, which reduces the number of operations during fuzzy data processing and improves its performance. The analysis of the time complexity of the proposed method shows the reduction in run-time processing of fuzzy data four times comparatively to the time of the realization of fuzzy inference by classical Mamdani's mechanism.