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综合满意度评价出租车动态定价模型

程延强 陈金鹿 李俊辉 许文德

佛山科学技术学院学报(自然科学版)2018,Vol.36Issue(1):38-43,47,7.
佛山科学技术学院学报(自然科学版)2018,Vol.36Issue(1):38-43,47,7.

综合满意度评价出租车动态定价模型

Dynamic taxi pricing model based on comprehensive satisfaction evaluation

程延强 1陈金鹿 2李俊辉 2许文德2

作者信息

  • 1. 吉林大学珠海学院国际贸易与金融系,广东珠海519041
  • 2. 吉林大学珠海学院电子信息系,广东珠海519041
  • 折叠

摘要

Abstract

Starting with the interests of both passengers and drivers, the dynamic pricing is taken into account in terms of the overall location of passengers, the delay of traffic lights and the supply and demand ratio of taxis. We use A* algorithm to search the best path through the network location of passengers, and then put forward by the driver and passenger waiting time to compromise algorithm of the traffic lights are reasonable price adjustment, price adjustment of supply and demand than the piecewise function. By constructing the driver satisfaction model and the passenger satisfaction model, the paper constructs the comprehensive satisfaction index as the evaluation index by using the mutually exclusive relationship between driver satisfaction and passenger satisfaction. The results show that the model can adjust the fare of each ticket reasonably and efficiently. It not only has wide adaptability and high sensitivity, but also improves the "picking"phenomenon of the driver effectively.

关键词

折中算法/供求比/分段函数/正态分布/综合满意度

Key words

compromise algorithm/supply demand ratio/piecewise function/normal distribution/comprehensive satisfaction

分类

管理科学

引用本文复制引用

程延强,陈金鹿,李俊辉,许文德..综合满意度评价出租车动态定价模型[J].佛山科学技术学院学报(自然科学版),2018,36(1):38-43,47,7.

基金项目

国家级大学生创新创业训练计划项目(201613684005) (201613684005)

佛山科学技术学院学报(自然科学版)

1008-0171

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