Comparing optimistic and pessimistic constraint evaluation in shape-constrained symbolic regression

Keyphrases

• Symbolic Regression 100%
• Constraint Evaluation 100%
• Interval Arithmetic 50%
• Sensitivity to Noise 50%
• Regression Model 25%
• Extrapolation Behavior 25%
• Problem Instances 25%
• High-frequency Noise 25%
• Out-of-domain 25%
• Convexity 25%
• Noisy Data 25%
• Exact Evaluation 25%
• Extremal Function 25%
• Pessimistic Approach 25%
• Optimistic Approach 25%
• Reduced Sensitivity 25%
• Nonconvex Functions 25%

Computer Science

• Shape Function 100%

Engineering

• Convex Function 25%