An Optimization Method for Parameters of SVM in Network Intrusion Detection System.
Qiuwei YangHongjuan FuTing ZhuPublished in: DCOSS (2016)
Keyphrases
- optimization method
- optimization methods
- optimization algorithm
- optimization procedure
- optimization process
- nonlinear optimization
- differential evolution
- optimal parameters
- evolutionary algorithm
- global optimum
- genetic algorithm
- simulated annealing
- support vector
- particle swarm
- support vector machine svm
- nelder mead simplex
- metaheuristic
- kernel parameters
- parameter space
- multi class
- support vector machine
- maximum likelihood
- knn
- quasi newton
- genetic programming
- feature space
- search algorithm
- optimization strategy
- feature selection
- neural network