A study on the use of kriging models to approximate deterministic computer models

Keyphrases

• Alternative Type 16%
• Computer Experiments 16%
• Computer Model 100%
• Detrending 16%
• Global Optimization 16%
• High Dimension 16%
• Kriging 33%
• Kriging Model 100%
• Maximum Likelihood Estimation 16%
• Maximum Likelihood Method 16%
• Model Parameter Estimation 16%
• One Dimension 16%
• Underlying Assumptions 16%

Mathematics

• Approximates 100%
• Cross-Validation 11%
• Higher Dimensions 11%
• Kriging 100%
• Maximum Likelihood 11%
• One Dimension 11%
• Parameter Estimation 11%
• Past Decade 11%
• Test Problem 11%
• Two Dimensions 11%
• Type Model 11%

Engineering

• Kriging Model 100%
• Maximum Likelihood Estimation 14%
• Model Parameter 14%
• Model Type 14%
• Parameter Estimation 14%
• Past Decade 14%
• Similarities 14%