Multi-objective Path Optimization Method for Inspection and Control Systems in Traffic Management

In the field of traffic management operations, in order to realize the effective inspection and control of the same target vehicle by multiple police resources, this paper proposes a multi-objective path optimization method for inspection and control systems in traffic management to improve the enforcement efficiency. Based on the analysis of the probability of vehicle arriving intersections, the decision tree model is used to optimize multiple inspection and control points. Further, the optimal trajectory planning of multiple police resources under the time constraints and maximize the sum of arrival probabilities at the control points is realized by Dijkstra dynamic optimization search algorithm. Finally, based on the joint simulation of Python and SUMO, the proposed method is simulated and simulation results show that the method effectively improves the probability of capturing target vehicles by traffic management authorities.