Empirical Formulation of Highway Traffic Flow Prediction Objective Function Based on Network Topology

Keyphrases

• Highway Traffic Flow 100%
• Network Topology 100%
• Function-based 100%
• Traffic Flow Prediction 100%
• Highway Road 100%
• Empirical Formulation 100%
• Machine Learning Models 100%
• Traffic Flow 50%
• Flow Function 50%
• Prediction Accuracy 50%
• Training Optimization 50%
• Stacked Long Short-term Memory 50%
• Loss Optimization 50%
• Network Machine Learning 50%
• Net Inflow 50%
• Optimization Strategy 50%
• Bidirectional Flow 50%
• Timely Decisions 50%
• Memory-based 50%
• Prediction Model 50%
• Highway Network 50%
• Recurrent Neural Network 50%

Engineering

• Objective Function 100%
• Network Topology 100%
• Road 75%
• Learning System 50%
• Directional 25%
• Recurrent Neural Network 25%
• Optimization Strategy 25%
• Long Short-Term Memory 25%
• Loss Function 25%
• Model Parameter 25%

Chemical Engineering

• Learning System 100%
• Long Short-Term Memory 50%
• Recurrent Neural Network 50%