Coordinated optimization control method and system for signal control intersection
A signal-controlled intersection, coordinated optimization technology, applied in the direction of traffic control system, traffic control system of road vehicles, genetic rules, etc., can solve traffic and environmental pollution, flow imbalance and other problems, to reduce the average vehicle delay, optimize Obvious effect
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Embodiment 1
[0031] Such as figure 1 As shown, a coordinated optimization control method for signal-controlled intersections, including:
[0032] Step (1), obtain the current signal timing scheme, and obtain the traffic data of the intersection within the preset time period;
[0033] In step (2), a multi-objective nonlinear integer programming model is constructed according to the timing scheme and traffic data, and the objective function is established with the optimization goal of minimizing the average delay time of vehicles in the timing scheme;
[0034] Step (3) establishes an adaptive improved evolutionary algorithm, and the objective function is used as the fitness value of the adaptive improved evolutionary algorithm; according to the adaptive improved evolutionary algorithm, the multi-objective nonlinear integer programming model is solved to obtain optimal intersection timing scheme and used as the actual intersection signal timing scheme.
[0035] Further, the step of obtainin...
Embodiment 2
[0108] The present disclosure also provides a coordinated optimization control system for signal-controlled intersections, including:
[0109] The data collection module is configured to obtain the current signal timing scheme, and obtain the traffic data of the intersection within the preset time period;
[0110] The planning model building module is configured to construct a multi-objective nonlinear integer programming model according to the timing scheme and traffic data, and establish an objective function with the optimization goal of minimizing the average delay time of vehicles in the timing scheme;
[0111] The timing scheme acquisition module is configured to establish an adaptive improved evolutionary algorithm, and the objective function is used as the fitness value of the adaptive improved evolutionary algorithm; according to the adaptive improved evolutionary algorithm, the multi-objective nonlinear integer programming model is solved to obtain the optimal The in...
Embodiment 3
[0115] A computer-readable storage medium is used for storing computer instructions, and when the computer instructions are executed by a processor, the method for coordinated optimization control of a signal-controlled intersection as described in the above-mentioned embodiments is completed.
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