AHP method in computing factor weight of the network learning pattern recognition

Abstract

The factors cluster analysis is needed in the Network learning pattern recognition (NLPR) process. In order to analysis factors more effectively and exactly, the paper proposed the Analytic Hierarchy Process (AHP) method to ascertain the factor weights. Firstly, the paper described AHP theory and its computing procedure. Then, combined with the factors in the Network Learning System, the paper introduced the factor weights computing approach and the result. The AHP method has higher logicality and reliability which in the analysis of the factors relative importance. © 2012 Springer-Verlag.