Applying Bayesian Optimization for Calibration of Transportation Simulation Models

Computer Science

• Simulation Mode 100%
• Stochastic Approximation 100%
• Simulation Model 75%
• Open Source 25%
• Approximation (Algorithm) 25%
• Objective Function 25%
• Computational Efficiency 25%
• Confidence Level 25%
• Network Simulation 25%
• Optimization Framework 25%
• Multiple Sensor 25%
• Observed Distribution 25%
• Calibration Process 25%

Engineering

• Simulation Model 100%
• Simulation Platform 33%
• Confidence Level 33%
• Computational Efficiency 33%
• Black Box 33%
• Objective Function 33%
• Multiple Sensor 33%
• Global Optimum 33%
• Calibration Process 33%
• Local Optimum 33%
• Urban Mobility 33%

Keyphrases

• Calibration Accuracy 40%
• Efficiency Calibration 20%
• Local Gradient Approximation 20%