A latent space-based estimation of distribution algorithm for large-scale global optimization.
Wenyong DongYufeng WangMengchu ZhouPublished in: Soft Comput. (2019)
Keyphrases
- global optimization
- latent space
- estimation of distribution algorithms
- particle swarm optimization
- particle swarm optimization algorithm
- low dimensional
- latent variables
- feature subset selection
- pso algorithm
- parameter space
- generative model
- lower dimensional
- gaussian process
- dimensionality reduction
- evolutionary algorithm
- evolutionary computation
- feature space
- global search
- genetic algorithm
- manifold learning
- matrix factorization
- high dimensional
- probabilistic latent semantic analysis
- combinatorial optimization
- multi objective
- pattern recognition
- transfer learning
- convergence speed
- optimization problems
- data points
- search space
- data sets