The RBF Hyperparameter in Evolutionary Surrogate-assisted Optimization

Keyphrases

• Hyperparameters 100%
• Evolutionary 100%
• Surrogate-based Optimization 100%
• Search Performance 40%
• Surrogate Model 40%
• Optimization Problem 20%
• Evolutionary Algorithms 20%
• Optimal Hyperparameters 20%
• Numerical Experiments 20%
• Performance-based 20%
• Prediction Accuracy 20%
• Analytic Expression 20%
• Expensive Black-box Optimization 20%
• Numerical Procedure 20%
• Computational Resources 20%
• Meaningful Difference 20%
• Computationally Intensive 20%
• Radial Basis Function Method 20%
• Hyperparameter Calibration 20%
• Algorithmic Modeling 20%
• Function Type 20%

Mathematics

• Basis Function 100%
• Black Box 33%
• Objective Function 33%
• Open Question 33%
• Numerical Experiment 33%
• Analytic Expression 33%
• Evolutionary Algorithms 33%