Q-method optimization of tunnel surrounding rock classification by fuzzy reasoning model and support vector machine.
Feng JiangPeng HeGang WangChengcheng ZhengZhiyong XiaoYue WuZhihan LvPublished in: Soft Comput. (2022)
Keyphrases
- support vector machine
- classification method
- classification algorithm
- fuzzy reasoning
- optimization method
- support vector machine svm
- probabilistic model
- mathematical model
- optimization model
- multi class
- prediction model
- classification accuracy
- objective function
- similarity measure
- machine learning
- support vector
- fuzzy petri net
- rbf neural network
- fuzzy membership functions
- feature selection
- feature set
- decision rules
- svm classifier
- intelligent systems
- knn
- evolutionary algorithm
- expert systems
- training data
- genetic algorithm