Reliability-based design optimization with cooperation between support vector machine and particle swarm optimization.
I-Tung YangYi-Hung HsiehPublished in: Eng. Comput. (2013)
Keyphrases
- particle swarm optimization
- support vector machine
- pso algorithm
- cooperative
- particle swarm optimization algorithm
- multi class
- particle swarm
- differential evolution
- convergence speed
- particle swarm optimization pso
- global optimization
- k nearest neighbor
- swarm intelligence
- svm classifier
- multi objective
- reliability analysis
- feature vectors
- inertia weight
- training data
- feature selection
- generalization ability
- hybrid algorithm
- stock market prediction
- genetic algorithm
- ant colony optimization
- multi agent systems
- support vector
- shuffled frog leaping algorithm
- classification method
- multi class support vector machines
- lp norm
- highly reliable
- population diversity
- multi agent
- small sample
- support vector regression
- metaheuristic
- information exchange
- special case
- decision forest
- information systems
- soft margin
- high classification accuracy
- support vector machine svm
- reliability assessment
- machine learning
- kernel function