Fortify particle swam optimizer (PSO) with principal components analysis: A case study in improving bound-handling for optimizing high-dimensional and complex problems.
Wei ChuXiaogang GaoSoroosh SorooshianPublished in: IEEE Congress on Evolutionary Computation (2011)
Keyphrases
- principal components analysis
- high dimensional
- dimensionality reduction
- optimization problems
- high dimensional problems
- particle swarm optimization algorithm
- lower bound
- high dimensionality
- optimization algorithm
- neural network
- metaheuristic
- particle swarm optimization
- upper bound
- case study
- data sets
- evolutionary algorithm
- feature space
- optimisation problems
- multivariate statistical analysis