河南工业大学学报(社会科学版)2024,Vol.40Issue(1) :50-58.

大数据时代城市智慧物流建设演化博弈分析

EVOLUTIONARY GAME ANALYSIS OF URBAN SMART LOGISTICS CONSTRUCTION IN THE ERA OF BIG DATA

顾翠伶 高文豪
河南工业大学学报(社会科学版)2024,Vol.40Issue(1) :50-58.

大数据时代城市智慧物流建设演化博弈分析

EVOLUTIONARY GAME ANALYSIS OF URBAN SMART LOGISTICS CONSTRUCTION IN THE ERA OF BIG DATA

顾翠伶 1高文豪1
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作者信息

  • 1. 河南工业大学 管理学院,河南 郑州 450001
  • 折叠

摘要

城市智慧物流的建设需要各利益主体共同参与.通过演化博弈的方法,基于城市智慧物流建设中多主体采用不同策略组合的收益函数,构建了地方政府、物流企业和居民的多主体演化博弈模型.通过计算该模型的均衡点,并利用MATLAB软件对模型均衡点的稳定性进行讨论和参数敏感性分析,得出以下研究结论:初始参与意愿对地方政府、物流企业和居民的系统演化结果有不同的影响;地方政府成本的降低能够极大地提升其引导的积极性;政府应加强对城市智慧物流的宣传,制定企业智慧物流的判断标准和评价体系,以抑制企业投机行为.为促进城市智慧物流的高质量发展,应该合理引导各利益主体在城市智慧物流建设中的行为选择.

Abstract

As cities continue to evolve,the attention on smart logistics,serving as a vital component support-ing urban activities,has intensified.The construction of urban smart logistics necessitates the collective par-ticipation of diverse stakeholders.Employing an evolutionary game approach and based on the payoff functions of various strategy combinations in the development of urban smart logistics,a multi-agent evolutionary game model is established,involving local governments,logistics companies,and residents.The equilibrium point of the model is determined,and MATLAB software is employed for discussions on the stability of the equilibri-um point and sensitivity analysis of parameters.Key findings are as follows:The initial willingness of local governments,logistics companies,and residents to participate has varied impacts on the evolutionary outcome of the system.A significant reduction in local government costs can substantially enhance their enthusiasm for proactive guidance.Additionally,governments should intensify the promotion of urban smart logistics,estab-lish criteria and evaluation systems for enterprise smart logistics,and curb the occurrence of speculative be-havior by companies.The research results can guide strategic behavior selection for stakeholders in urban smart logistics construction,supporting its high-quality development.

关键词

智慧物流/演化博弈/均衡分析

Key words

smart logistics/evolutionary game/equilibrium analysis

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基金项目

中国物流学会-中国物流与采购联合会项目(2023CSLKT3-131)

国家自然科学基金(72031009)

国家自然科学基金(71871171)

国家社会科学基金重大项目(20&ZD058)

国家社会科学基金重大项目(20&ZD126)

出版年

2024
河南工业大学学报(社会科学版)
河南工业大学

河南工业大学学报(社会科学版)

CHSSCD
影响因子:0.361
ISSN:1673-1751
参考文献量22
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