Differential Evolution FPA-SVM for Target Classification in Foliage Environment Using Device-Free Sensing.
Yi ZhongYan HuangEryk DutkiewiczQiang WuTing JiangPublished in: CSPS (2) (2018)
Keyphrases
- differential evolution
- support vector machine svm
- support vector
- evolutionary algorithm
- support vector machine
- svm classifier
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- convergence speed
- test functions
- svm classification
- feature vectors
- particle swarm optimization pso
- mutation operator
- classification method
- multi objective optimization
- training set
- feature space
- genetic algorithm
- parameter optimization
- machine learning
- optimization method
- evolution strategy
- feature selection
- multi objective
- numerical optimization problems
- model selection
- knn
- evolutionary programming
- solving global optimization problems
- crossover operator
- particle swarm
- training data
- neural network
- artificial bee colony
- real coded