Evolutionary hybrid neural network approach to predict shield tunneling-induced ground settlements

Keyphrases

• Artificial Neural Network 100%
• Evolutionary 100%
• Hybrid Neural Network 100%
• Ground Settlement 100%
• Shield Tunnel 100%
• Neural Network Method 100%
• Differential Evolution Algorithm 75%
• Artificial Intelligence Techniques 50%
• Operation Parameters 50%
• Hybrid Model 50%
• Geological Conditions 50%
• Adaptive Moment Estimation 50%
• Prediction Accuracy 25%
• Feature Extraction Methods 25%
• Sensitivity Analysis 25%
• Training Process 25%
• Computing Resources 25%
• Construction Parameters 25%
• Metro Line 25%
• Construction Sequence 25%
• Moment Estimation 25%
• Optimized Architecture 25%
• Grouting Volume 25%
• Guangzhou Metro 25%
• Partial Derivative Sensitivity Analysis 25%
• Optimized Hyperparameters 25%
• Massive Computing 25%
• Grouting Timing 25%

Engineering

• Shield Tunneling 100%
• Neural Network Approach 100%
• Ground Settlement 100%
• Artificial Neural Network 100%
• Hybrid Model 50%
• Artificial Intelligence 50%
• Feature Extraction 25%
• Partial Derivative 25%
• Construction Sequence 25%
• Field Case 25%
• Metro 25%
• Network Model 25%