A latent space-based estimation of distribution algorithm for large-scale global optimization

Mathematics

• Estimation of Distribution Algorithms 100%
• Large-scale Optimization 83%
• Global Optimization 65%
• Metaheuristics 39%
• Heuristic algorithm 37%
• Optimization Problem 30%
• Probabilistic Model 24%
• Black-box Optimization 16%
• Scale-up 16%
• Subspace 14%
• Process Optimization 14%
• Dimensionality Reduction 13%
• Performance 12%
• Probability Model 12%
• Multivariate Models 12%
• Principal Components 11%
• Population Size 11%
• Overlap 10%
• Dimensionality 10%
• Benchmark 10%
• Higher Dimensions 9%
• Branch 9%
• Requirements 8%
• Transform 7%

Engineering & Materials Science

• Global optimization 65%
• Heuristic algorithms 31%
• Statistical Models 19%
• Population Density 12%
• Dimensionality reduction 11%