Hyper-parameter handling for Gaussian processes in efficient global optimization

Keyphrases

• Hyperparameters 100%
• Gaussian Process 100%
• Efficient Global Optimization 100%
• Parameter Handling 100%
• Surrogate-assisted Evolutionary Algorithm 33%
• Parameter Initialization 33%
• Convergence Rate 16%
• Simulation Optimization 16%
• Heuristic Algorithms 16%
• Training Set 16%
• Optimization Approach 16%
• Objective Function Value 16%
• Kriging Model 16%
• Gaussian Process Model 16%
• Surrogate Model 16%
• Surrogate-based Optimization 16%
• Self-configuration 16%
• Computational Budget 16%
• Mathematical Functions 16%
• Parameter Bounding 16%

Computer Science

• Global Optimization 100%
• Objective Function 25%
• Function Value 25%
• gaussian process model 25%
• Convergence Speed 25%
• Metaheuristic Algorithm 25%
• Meta -Heuristic Algorithm 25%
• Initial Value 25%

Engineering

• Gaussians 100%
• Optimization Approach 25%
• Objective Function 25%
• Kriging Model 25%
• Surrogate Model 25%
• Convergence Speed 25%
• Target Value 25%
• Initial Value 25%