Surrogate-Assisted Particle Swarm Optimization with Dual-Subspace Search for Large-Scale Expensive Optimization.
Jiajia ZhangChaoli SunGuochen ZhangJing LiHui ShiZongchao XiePublished in: CEC (2024)
Keyphrases
- particle swarm optimization
- global search
- global optimization
- search space
- search algorithm
- population based optimization
- real world
- particle swarm
- small scale
- optimization algorithm
- principal component analysis
- search methods
- web scale
- search efficiency
- optimization process
- convergence speed
- optimization method
- exhaustive search
- low dimensional
- combinatorial optimization
- evolutionary search
- inertia weight
- search capabilities
- linear subspace
- high dimensional data
- metaheuristic
- search queries
- solution space
- pso algorithm
- search strategies
- search strategy
- dimensionality reduction
- particle swarm optimization pso