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In order to investigate the decision of the airport taxi driver whether to return to carry passengers, we established a fuzzy evaluation decision model based on the analytic hierarchy process, combined with the application analysis of Shanghai Pudong Airport. Based on the selection and quantification of decision indicators, we used the AHP method to calculate the weights to eliminate indicators and optimize the indicator system. Then, a two-level fuzzy evaluation model was established, and the Bayesian discriminant verification model was more reasonable. Finally, based on the data analysis of Shanghai Pudong Airport, combined with 16 different airport decision-making situations, the model was used to obtain the no-load return trips and the membership of waiting passengers. We compared and selected the larger membership value as the decision. Besides, the dependence of the model was analyzed, and it was found that the main dependent factors for decision-making were the number of flight arrivals and the driver’s arrival time. After solving the above, we provide relevant basis for the decision of airport taxi drivers.

Using Fuzzy Evaluation Decision Model to Assess the Operation Scheme of Taxi in Shanghai Pudong Airport