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Intercity railway passenger ticket time-sharing pricing method based on generalized cost function

A technology of intercity railway and generalized cost, which is applied in data processing applications, instruments, commerce, etc., and can solve problems such as low passenger occupancy rate, large passenger flow, and loss of passenger flow

Inactive Publication Date: 2020-02-18
BEIJING JIAOTONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The passenger flow is large during peak hours, which brings great pressure to stations and trains. At the same time, part of the passenger flow may be lost due to the limited capacity of passengers' preferred time slots; while the passenger occupancy rate is low during low passenger flow periods, resulting in a large waste of transport capacity

Method used

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  • Intercity railway passenger ticket time-sharing pricing method based on generalized cost function
  • Intercity railway passenger ticket time-sharing pricing method based on generalized cost function
  • Intercity railway passenger ticket time-sharing pricing method based on generalized cost function

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Embodiment

[0074] Such as figure 1 As shown, the embodiment of the present invention provides a time-sharing pricing method for intercity railway tickets based on a generalized cost function, the method includes the following process steps:

[0075] Step S110: Set the initial ticket price, aim at the minimum generalized cost, build a balanced passenger flow distribution model, and determine the passenger travel time and travel mode selection;

[0076] Step S120: constructing a time-of-use pricing model corresponding to the passenger travel period and travel mode with the goal of maximizing railway revenue;

[0077] Step S130: Solve the passenger flow balance distribution model and the time-sharing pricing model by using the combination of the particle swarm optimization algorithm with inertia and the Frank-wolfe algorithm, and obtain the ticket pricing result.

[0078] The step S110 specifically includes:

[0079] The change of the fare in each time period of passenger transport leads ...

Embodiment 2

[0133] Embodiment 2 of the present invention provides a kind of time-sharing pricing method of intercity railway passenger ticket based on generalized cost function, and the method comprises the following process steps:

[0134] Step 1): Model assumptions.

[0135] Step 2): Establish the upper-level planning model.

[0136] Step 3): Establish the lower-level planning model, including two parts: the lower-level user equilibrium model and the construction of the generalized cost function.

[0137] Step 4): Improve the two-tier model of time-of-use pricing.

[0138] Step 5): Solve the bi-level programming model by combining the particle swarm algorithm with inertia weight and the Frank-wolfe algorithm.

[0139] The assumptions for model building in step 1) include:

[0140] 1) The distribution of passenger flow is uneven at different times of the day, with obvious peaks and valleys.

[0141] 2) The total passenger flow in the intercity corridor remains unchanged and passenger...

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Abstract

The invention provides an intercity railway passenger ticket time-sharing pricing method based on a generalized cost function, and belongs to the technical field of railway transportation service management, and the method comprises the steps: setting an initial ticket price, taking the minimum generalized cost as a target, constructing a passenger flow balanced distribution model, and determiningthe travel time period and travel mode selection of passengers; constructing a time-sharing pricing model taking railway income maximization as a target corresponding to the travel time period and travel mode of the passenger; and solving the passenger flow balanced distribution model and the time-sharing pricing model by adopting a method of combining an inertial particle swarm algorithm and a Frank-wolfe algorithm to obtain a passenger ticket pricing result. According to the invention, the adjusting and guiding effects of the ticket price on the passenger flow are exerted; the passenger flow volume in the peak period is reduced, the passenger flow volume in each period under unified pricing and the passenger flow volume in time-sharing pricing are relatively balanced, the defects that the passenger flow in the peak period is oversaturated and the passenger flow in the valley period is too little and the transportation capacity is wasted are overcome, the traffic pressure is relieved, the intercity railway transportation efficiency is improved, and the resource utilization rate is improved.

Description

technical field [0001] The invention relates to the technical field of railway transportation service management, in particular to a time-sharing pricing method for intercity railway tickets based on a generalized cost function that can transfer passenger flow during peak hours and relieve traffic pressure. Background technique [0002] Intercity railway has played an important role in intercity travel due to its advantages of large volume, fast speed, high frequency, low pollution and comfortable riding environment. However, with the development of intercity high-speed rail, problems such as the uneven distribution of daily passenger flow and the difficulty of regulating passenger flow through single fares are becoming more and more obvious. Intercity high-speed rail serves intercity passenger flow, which is affected by factors such as the degree of social and economic development, urbanization, and population in the channel. There are obvious passenger flow peaks and pass...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06Q50/30G06N3/00
CPCG06Q30/0283G06N3/006G06Q50/40
Inventor 景云孙佳政张桢桦
Owner BEIJING JIAOTONG UNIV
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