GPS Data in Urban Online Car-Hailing: Simulation on Optimization and Prediction in Reducing Void Cruising Distance

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Date attribute</td><td class="align_center">November 14</td><td class="align_center">November 16</td><td class="align_center">November 25</td><td class="align_center">November 27</td></tr><tr class="thead"><td class="align_left">Weather</td><td class="align_center">Sunny</td><td class="align_center">Rainy</td><td class="align_center">Cloudy</td><td class="align_center">Cloudy</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Holiday or workday</td><td class="align_center">Workday</td><td class="align_center">Workday</td><td class="align_center">Workday</td><td class="align_center">Holiday</td></tr><tr><td class="align_left">AWT</td><td class="align_center">217.42 s</td><td class="align_center">217.64 s</td><td class="align_center">217.02 s</td><td class="align_center">225.23 s</td></tr><tr><td class="align_left">AVCDP</td><td class="align_center">2.56%</td><td class="align_center">2.54%</td><td class="align_center">2.57%</td><td class="align_center">2.77%</td></tr><tr><td class="align_left">PCO</td><td class="align_center">0.00%</td><td class="align_center">0.00%</td><td class="align_center">0.00%</td><td class="align_center">0.00%</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr><tr class="table-fn"><td><div>AWT: average waiting time of passenger; AVCDP: average void cruising distance proportion; PCO: proportion of canceled orders.<br/></div></td></tr></table>

<div>The metadata and simulation result on different days.</div>

Mathematical Problems in Engineering

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Table 4

Table 4: GPS Data in Urban Online Car-Hailing: Simulation on Optimization and Prediction in Reducing Void Cruising Distance 