Shared car sharing site layout and selection model

A technology for sharing cars and outlets, applied in computational models, biological models, marketing, etc., can solve the problem of taking external effects into account, cannot solve the problem of strong network effect distribution of shared outlets, and cannot meet the needs of vehicle sharing network layout methods, etc. question

Active Publication Date: 2017-11-03
STATE GRID CHONGQING ELECTRIC POWER CO ELECTRIC POWER RES INST +2
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, at present, there are few studies on the layout of vehicle sharing and leasing outlets in the academic circles, which cannot meet the market's needs for the layout of vehicle sharing networks.
[0003] Most of the current literature only regards network planning as a weak network effect problem of minimizing input costs under one-many constraints, and does not take into account the external effects after the network is formed, which cannot solve the strong network effect of sharing network points in the sharing economy era. question

Method used

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  • Shared car sharing site layout and selection model
  • Shared car sharing site layout and selection model
  • Shared car sharing site layout and selection model

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0106] Embodiment 1: as figure 1 and figure 2 Shown; a shared car sharing network layout and location model, which includes: the model steps are as follows:

[0107]S01: Establish a cost model for site selection of shared car rental outlets;

[0108] S02: Establish a revenue model for shared car rental based on network effects;

[0109] S03: Establish the objective function model of marginal cost and marginal revenue;

[0110] S04: Using the firefly algorithm to simulate the objective function model in step S03.

[0111] For the establishment of the site selection objective function, comprehensively consider the comprehensive cost of each network layout, commercial external effects and the demand that can be accommodated under a certain cost. Based on this, the site selection cost model and income model are respectively established, and finally the corresponding profit objective function is established considering the two aspects of cost and income.

[0112] The car-shar...

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Abstract

The invention discloses a shared car sharing site layout and selection model. The implementation process of the model includes the following steps of: establishing a shared rental car site selection cost model; establishing a network effect-based shared car rental profit model; establishing the objective function model of marginal costs and marginal profits; and using a firefly algorithm to simulate the objective function model. With the model adopted, problems in site layout with a strong network effect can be solved; and an improved firefly algorithm-based site selection model represented by sharing shared cars is built.

Description

technical field [0001] The invention relates to the field of car sharing, in particular to a car sharing network layout and location model. Background technique [0002] The advent of the mobile Internet era has shortened the distance between people, made the transmission of business information faster, and consumers' feedback on consumption information has also been faster. The business model is also subtly changing in this wave. With the help of Internet technology, sharing services such as video sharing and knowledge sharing are gradually gaining popularity in the market. The sharing economy has quietly entered our lives. As a representative of the sharing economy, vehicle sharing is also undergoing a revolutionary change. All kinds of enterprises are trying to come out on top in the "chaos". Mercedes-Benz's parent company Daimler Group's Car2Go, SAIC Motor's EVCARD, Lifan Group's Panda Car Rental, and LeTV Group's "Lingpai Lexiang" all hope to gain market opportuniti...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06Q30/06G06N3/00
CPCG06N3/006G06Q30/0205G06Q30/0645
Inventor 史乐峰吕通侯兴哲肖剑锋孙洪亮刘永相周李龙羿朱彬汪会财徐婷婷李智宫林籍勇亮
Owner STATE GRID CHONGQING ELECTRIC POWER CO ELECTRIC POWER RES INST
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