Multi-objective optimal design of small scale resistance spot welding process with principal component analysis and response surface methodology.
Dawei ZhaoYuanxun WangSuning ShengZongguo LinPublished in: J. Intell. Manuf. (2014)
Keyphrases
- small scale
- optimal design
- multi objective
- response surface methodology
- welding process
- principal component analysis
- particle swarm optimisation
- prediction model
- optimization algorithm
- support vector regression
- evolutionary algorithm
- industrial processes
- multi objective optimization
- objective function
- genetic algorithm
- particle swarm optimization
- radial basis function neural network
- neural network
- dimension reduction
- fitness function
- feature extraction
- regression model
- face recognition
- particle swarm
- feature space
- differential evolution
- discriminant analysis
- support vector machine
- support vector
- optimisation problems
- evolution strategy
- fault detection
- training set
- support vector machine svm
- genetic programming
- optimization method
- evolutionary computation
- kernel function