Adaptive fuzzy neural production network with MIMO-structure for the evaluation of technology efficiency
Vladimir Ivanovich Syryamkin, Sergey Viktorovich Gorbachev, M V Shikhman · IOP Conference Series Materials Science and Engineering · 2019
The paper presents an example of modeling the algorithm operation. The paper analyses the modified Wang and Mendel MIMO-architecture of the adaptive fuzzy neural production network with a logical conclusion. It is distinguished by the automatic generation of a set of fuzzy rules based on a fuzzy decision tree and a hybrid algorithm for parameter adaptation by the neural network (centers, widths of membership functions, and conclusions) starting from the leaf nodes to the root nodes of the tree.