Adaptive fuzzy neural production network with MIMO-structure for the evaluation of technology efficiency

摘要

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.