运筹与管理 ›› 2021, Vol. 30 ›› Issue (12): 100-107.DOI: 10.12005/orms.2021.0390

• 理论分析与方法探讨 • 上一篇    下一篇

基于微分博弈的数据开放策略及合作收益分配机制研究

樊自甫, 程姣姣   

  1. 重庆邮电大学 经济管理学院,重庆 400065
  • 收稿日期:2020-01-29 出版日期:2021-12-25
  • 作者简介:樊自甫(1977-),男,安徽人,教授,硕士,研究方向:数字经济、数据开放;程姣姣(1995-),女,安徽人,硕士研究生,研究方向:博弈论、数据开放。
  • 基金资助:
    重庆市社会科学规划一般项目(2018YBGL060);重庆邮电大学社会科学基金重点项目(2018KZD03)

Research on Data Opening Strategy and Cooperative Income Distribution Mechanism Based on Differential Game

FAN Zi-fu, CHENG Jiao-jiao   

  1. School of Economics and Management, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
  • Received:2020-01-29 Online:2021-12-25

摘要: 数据作为数字经济时代一种重要的生产要素,在国民经济运行中的作用越来越重要。然而,现阶段我国社会数据开放仍处于起步阶段,急需加快推进数据开放共享。为准确分析数据开放主体政府和企业的数据开放策略,运用微分博弈分别构建Nash非合作博弈、Stackelberg主从博弈和协同合作博弈模型,得到三种情形下政府和企业最优开放数据努力程度、社会数据开放水平最优轨迹以及最优收益函数;其次,在协同合作博弈情景下,将时间因素引入Nash谈判模型,进一步分析政府和企业合作时具有时间一致性的动态收益分配机制;最后,结合数值仿真对影响社会数据开放水平的相关参数进行灵敏性分析。研究结果发现,当政府获得收益分配比例大于1/3时,Stackelberg主从博弈下的政府和企业双方收益以及社会数据开放水平均高于Nash非合作情形;协同合作情形下,双方总收益和社会数据开放水平均能达到帕累托最优状态。

关键词: 数据开放, 微分博弈, 收益分配

Abstract: As an important factor of production in the era of digital economy, data plays an increasingly important role in the operation of national economy. However, at this stage, China's social data is still in its infancy, so it is urgent to accelerate the data opening and sharing. In order to accurately analyze the data opening strategies of the government and the enterprises, the Nash non cooperative game, Stackelberg master-slave game and cooperative game models are constructed respectively by using differential game, and the optimal effort level, the optimal trajectory of social data opening level and the optimal return function of the government and the enterprises in three situations are obtained. Secondly, in the cooperative game situation, the time factor is introduced into Nash negotiation model to further analyze the dynamic income distribution mechanism with time consistency when the government and the enterprise cooperate. Finally,combining numerical simulation we analyze the sensitivity of related parameters. The research finds that when the proportion of government income distribution is more than 1/3, the revenue and social data opening level of Stackelberg master-slave game are higher than that of Nash non-cooperation; under the condition of cooperation, the total revenue and social data opening level of both sides can reach Pareto optimal state.

Key words: data opening, differential game, income distribution

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