A method to efficiently localize non-dominated regions using surrogate modeling with multi-fidelity data from a sequential decision process

Keyphrases

• Sequential Decision Process 100%
• Surrogate Model 100%
• Decision Criteria 80%
• Fidelity Assessment 60%
• Design Domain 60%
• Modeling Method 40%
• Evaluation Model 40%
• Highly Accurate 20%
• Design Alternatives 20%
• Efficient Construction 20%
• Process Efficiency 20%
• Low-fidelity Model 20%
• Full Designs 20%
• Continuous Design 20%
• Gaussian Process Regression 20%
• Composite Data 20%

Engineering

• Decision Process 100%
• Decision Criterion 100%
• Design Domain 75%
• Model Fidelity 50%
• Surrogate Model 50%
• Gaussians 25%
• Objective Function 25%
• Design Alternative 25%
• Candidate Design 25%

Computer Science

• Decision Process 100%
• Decision Criterion 100%
• Evaluation Models 50%
• Objective Function 25%
• Design Alternative 25%