Efficient computation of expected hypervolume improvement using box decomposition algorithms

Keyphrases

• Expected Hypervolume Improvement 100%
• Efficient Computation 100%
• Decomposition Algorithm 100%
• Multi-objective Bayesian Optimization 75%
• Decomposition Method 50%
• Hyperbox 50%
• Computation Time 25%
• Two-objective 25%
• Evolutionary Optimization 25%
• Infill Criteria 25%
• Asymptotically Optimal 25%
• Time Complexity 25%
• Improvement Value 25%
• Exact Calculation 25%
• Multi-objective Optimization Algorithm 25%
• Speed Comparison 25%
• Objective Function Evaluations 25%
• Gaussian Process Model 25%
• High-dimensional Case 25%
• Integration Scheme 25%
• Probability of Improvement 25%
• Opers 25%

Computer Science

• Multiobjective 100%
• Global Optimization 100%
• Efficient Computation 100%
• Efficient Algorithm 66%
• Multi-Objective Optimization 33%
• Computation Time 33%
• Time Complexity 33%
• Objective Function 33%
• evolutionary multiobjective optimization 33%
• gaussian process model 33%
• Good Performance 33%
• Dimensional Case 33%
• Function Evaluation 33%