Train beat type running optimization method based on multi-path combinatorial search
A technology that combines search and optimization methods, applied in instruments, data processing applications, forecasting, etc., can solve the problems of destroying the regularity of train cycle operation, difficult to compile, and unable to adapt to the compilation of coordinated train operation schedules for multiple operating cycles.
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Embodiment 1
[0099] see figure 1 , the method for optimizing the rhythmic operation of a train based on multi-path combined search in this embodiment includes the following steps:
[0100] S1: The optimization goal is to minimize the sum of the travel time of all trains in the takt unit, and the rhythmic operation of the first train departure time range of the rhythm unit, the time interval of trains, the minimum interval running time of the train, the minimum stay time at the train station, and the minimum seat occupancy of the train. Constrained by the speed and the range of train running time interval, an optimization model of train rhythmic running timetable is constructed;
[0101] S2: Further construct a weighted directed graph describing the train operation based on the spatiotemporal track network of the train operation;
[0102] S3: According to the weighted directed graph constructed above, the optimization objective is to minimize the sum of the weights of all directed arcs of...
Embodiment 2
[0112] The optimization method for the rhythmic running of a train based on multi-path combined search in this embodiment includes the following steps:
[0113] S1: The optimization goal is to minimize the sum of the travel time of all trains in the takt unit, and the rhythmic operation of the first train departure time range of the rhythm unit, the time interval of trains, the minimum interval running time of the train, the minimum stay time at the train station, and the minimum seat occupancy of the train. Constrained by the speed and the range of train running time interval, an optimization model of train rhythmic running timetable is constructed. Specifically include the following steps:
[0114] S101: Define decision variable a f (i,j) and d f (i, j) are the moments when the f-th train of the beat unit enters the interval (i, j) and leaves the interval (i, j) respectively, and the decision variable T represents the running time interval of the train of the beat unit;
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