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Vehicle guidance method based on evolutionary game

An evolutionary game and vehicle technology, applied in the field of traffic management, can solve problems such as ignoring the influence of traffic induced games, achieve the effect of accurate game linkage relationship, ensure effectiveness, and improve effectiveness

Inactive Publication Date: 2017-07-18
CHONGQING UNIV OF POSTS & TELECOMM
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In the current traffic guidance method, the influence of the factor that the driver can learn the strategy on the subsequent traffic guidance game is ignored

Method used

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  • Vehicle guidance method based on evolutionary game
  • Vehicle guidance method based on evolutionary game
  • Vehicle guidance method based on evolutionary game

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Embodiment Construction

[0032] The vehicle induction method based on evolutionary game of the present invention firstly establishes a self-learning mechanism based on behavior reinforcement theory by applying the operation conditioning theory to the driver's vehicle path selection behavior. Secondly, an evolutionary game model is established, and the driver's travel time experience is regarded as the driver's path selection benefit, and the final game results of the model under different initial conditions are analyzed and discussed. Finally, the law of the effect of the induced information on the driver is analyzed.

[0033] see figure 1 , the present invention comprises the following steps:

[0034] Enter the origin and destination, and generate several routes;

[0035] Simplify the several paths into multiple groups of game models consisting of two paths from point A to point B;

[0036] Play the game according to the driver's profit matrix at point A;

[0037] judge If it is, calculate the ...

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Abstract

The invention discloses a vehicle guidance method based on the evolutionary game; the method comprises the following steps: determining the departure point and destination point, and forming a plurality of paths; simplifying the plurality of paths into a plurality of game models from A to B point, wherein each model is formed by two paths; gaming according to a driver gain matrix in the A point; computing the gaming gains. The method uses the influences on the guidance information by different factors under the evolutionary game, and properly issues guidance information, thus reducing the driver driving time, improving the proportion of drivers receiving the guidance information, and ensuring the guidance information to have certain validity.

Description

technical field [0001] The invention belongs to the field of traffic management, and in particular relates to a vehicle induction method based on an evolutionary game. Background technique [0002] There have been many research results at home and abroad in the study of the internal laws of vehicle routing. Erev [1] It is believed that when the traveler chooses the route, he is also constantly practicing. Through many different choices, the traveler will summarize the best route among the routes selected several times, and use it as the basis for his future route selection. Therefore, the route The choice is also a learning process and then transformed into their own experience. Avineri [2] et al. used prospect theory to study the route selection process of travelers. [0003] In terms of traffic inducement, the travel route selection behavior under the condition of information inducement has attracted the attention of researchers at home and abroad. Lourdes [3] The ga...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N99/00
Inventor 刘宸禹
Owner CHONGQING UNIV OF POSTS & TELECOMM