Identifying P-Glycoprotein Substrates Using a Support Vector Machine Optimized by a Particle Swarm.
Jianping HuangGuangli MaIshtiaq MuhammadYiyu ChengPublished in: J. Chem. Inf. Model. (2007)
Keyphrases
- particle swarm
- support vector machine
- particle swarm optimization
- particle swarm algorithm
- optimization method
- particle swarm optimization algorithm
- swarm intelligence
- multi objective
- optimization methods
- premature convergence
- evolutionary algorithm
- optimisation problems
- optimization strategy
- differential evolution
- distribution network
- binary particle swarm optimization
- pso algorithm
- hybrid optimization algorithm
- fitness function
- svm classifier
- genetic algorithm
- multi class
- hybrid algorithm
- machine learning
- training data
- predator prey
- feature vectors
- support vector
- search capabilities
- artificial intelligence
- feature selection
- convergence speed
- high density
- decision trees
- feature extraction
- optimal parameters
- training set
- special case
- particle swarm optimization pso
- support vector machine svm
- kernel function
- ant colony optimization