Simulation optimization of car-following models using flexible techniques

Keyphrases

• Simulation Optimization 100%
• Car-following Model 100%
• Machine Learning Techniques 33%
• Data-driven Methods 33%
• Data-driven Approach 33%
• Conventional Vehicles 33%
• Traffic Flow Theory 33%
• Training Data 16%
• Locally Weighted Regression 16%
• Existing Data 16%
• Italy 16%
• Data Integration 16%
• Two-source 16%
• Methodological Framework 16%
• Traffic Behavior 16%
• Data-driven Estimation 16%
• Microscopic Traffic Simulation 16%
• Car-following Behavior 16%
• Next Generation Simulation (NGSIM) 16%
• Gipps Model 16%
• Naples 16%
• Instrumented Vehicle 16%
• Loess 16%
• Longitudinal Interaction 16%
• Intelligent Transportation Systems 16%

Computer Science

• Driven Approach 100%
• Machine Learning Technique 50%
• Instrumented Vehicle 50%
• Conventional Model 50%
• Collected Data 50%
• Training Dataset 50%
• Machine Learning 50%
• Learning System 50%
• Intelligent Transportation System 50%

Chemical Engineering

• Learning System 100%