Network Health Evaluation Based on SVM and Cloud Model
Meng Xiang-ru · Beijing Youdian Xueyuan xuebao · 2012
The geometrical meaning of support vector machine(SVM)is analyzed.Integrated with the definition of health evaluation a method of network health evaluation based on SVM is introduced and translated into a classifying problem.The distance between the sample and health hyperplane is proposed to be the evaluation parameter.The health from the whole entity is evaluated and the subjective factor influences are reduced.The cloud model is used to realize the uncertained map between health degree and comment.The network simulation based on opnet shows feasibilities of this method.