Urban taxi scheduling method based on demand prediction
A dispatching method and demand forecasting technology, which is applied in forecasting, sales/lease transactions, instruments, etc., can solve problems such as demand changes and long waiting times for passengers, and achieve the goals of reducing dispatching delay, improving forecasting accuracy, and improving operational efficiency Effect
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[0019] In order to illustrate the present invention and / or the technical solutions in the prior art more clearly, the specific implementation manners of the present invention will be described below with reference to the accompanying drawings. Obviously, the accompanying drawings in the following description are only some embodiments of the present invention, and those skilled in the art can obtain other accompanying drawings based on these drawings and obtain other implementations.
[0020] Such as figure 1 As shown, an urban taxi dispatching method based on demand forecasting and destination forecasting mainly includes four aspects: taxi trajectory data preprocessing, urban area demand forecasting, taxi destination forecasting and taxi multi-objective optimal dispatching , including the following steps:
[0021] Step 1, carry out data preprocessing on the passenger trajectory data by filtering the noise data;
[0022] The passenger trajectory data described in step 1 is: ...
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