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中国管理科学 ›› 2025, Vol. 33 ›› Issue (10): 159-165.doi: 10.16381/j.cnki.issn1003-207x.2022.2359

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基于低碳和智能广告定位的新能源汽车企业最优控制决策分析

黎继子1(), 张国盼2, 刘春玲2, 孙彪2, 王勇1   

  1. 1.武汉科技大学管理学院,湖北 武汉 430081
    2.武汉纺织大学机械与自动化学院,湖北 武汉 430070
  • 收稿日期:2022-10-28 修回日期:2023-07-21 出版日期:2025-10-25 发布日期:2025-10-24
  • 通讯作者: 黎继子 E-mail:jizi.li@wust.edu.cn
  • 基金资助:
    国家自然科学基金项目(71964023);湖北省教育厅哲学社会科学重点项目(22D021);武汉科技大学资助项目(2022H20537);湖北省社会科学基金项目(22-141)

Optimal Control Analysis of New Energy Vehicle Firms Based on Low-Carbon & Intelligent Based Advertisement

Jizi Li1(), Guopan Zhang2, Chunling Liu2, Biao Sun2, Yong Wang1   

  1. 1.School of Management,Wuhan University of Science and Technology,Wuhan 430081,China
    2.School of Mechanics and Automatics,Wuhan Textile University,Wuhan 430070,China
  • Received:2022-10-28 Revised:2023-07-21 Online:2025-10-25 Published:2025-10-24
  • Contact: Jizi Li E-mail:jizi.li@wust.edu.cn

摘要:

“双碳”目标背景下新能源汽车正加速替代传统燃油车,而新能源汽车生产企业不断寻求新能源汽车产品差异化,并通过不同广告策略来影响消费者对产品的选择。为此,本文研究双寡头下新能源汽车生产企业广告定位策略的竞争问题,通过建立最优控制方法下低碳广告定位策略和智能广告定位策略的决策模型,运用微分对策分别分析两家新能源汽车生产企业在势均力敌和非势均力敌下的最优广告投入水平。研究结果表明,在势均力敌的情况下,两家新能源汽车企业随着时间推移,最优低碳广告定位投入水平逐步降低;而初始市场份额较小的新能源汽车企业的销售额随时间推移而增加;对于初始市场份额较大的新能源汽车企业的销售额,其结果取决于市场份额扩张的大小;初始市场份额较大的新能源汽车企业的最优智能广告定位水平在最初阶段随时间的推移而提高。在势力存在差异的情况下,若实力较强的新能源汽车企业在初期销售额较高时,两家新能源汽车企业智能广告定位水平差异不大;若两家新能源汽车企业在初期销售额差异很大时,实力较弱的新能源汽车企业智能广告定位投入水平远高于其竞争对手,但随后实力较强的反超实力较弱的新能源汽车企业。

关键词: 新能源汽车, 智能广告定位, 低碳广告定位, 微分对策, 最优控制决策

Abstract:

Under the dual carbon policy, new energy vehicles are accelerating to replace traditional fuel vehicles, and the fierce competition in the new energy vehicle market also makes manufacturers constantly seek product differentiation, and then influence consumers' choice of products through different advertising strategies. To this end, the competition of advertising positioning strategies between new energy vehicle manufacturers in a duopoly is studied. By establishing a decision model of two advertising strategy: the low-carbon based and the intelligent based one, by using the optimal control and differential game method, then it is obtained, under the equal and non-equal power, the two optimal advertising investment levels of two new energy vehicle manufacturers over time.The main results indicate that, in the case of the equal power of two new energy vehicle manufacturers, the optimal low-carbon based advertising effectiveness levels gradually decrease over time; The sales rate of the smaller new energy vehicle manufacturer increases over time; For the larger new energy vehicle manufacturer, the sales rate depends on its share and market expansion; The optimal level of intelligent based advertising increases over time in the initial stage; Additionally, for the larger manufacturer, the optimal low-carbon based advertising effectiveness level decreases more fastly than the optimal intelligent based advertising.In the case of the non-equal power: when two new energy vehicle manufacturers have equal initial sales, the difference is reflected in the effectiveness of intelligent based advertising. The stronger new energy vehicle manufacturer has the better initial intelligent based advertising effectiveness, while weaker one remains unchanged in intelligent based advertising, but later the two manufacturers have a faster decline in effectiveness; If the strong new energy vehicle manufacturer has high initial sales, the effectiveness difference in the intelligent based advertising between two new energy vehicle manufacturers is not significant, and yet the effect of intelligent based advertising decreases slowly in the early stage; If there is a significant difference in initial sales, the intelligent based advertising effect of the weaker one in the initial stage is much higher than that of its competitors, but the intelligent based advertising effect of the stronger manufacturer subsequently surpasses that of the weaker one.The relevant results of this study can provide a reference and decision-making for new energy vehicle manufacturers to invest in low-carbon and intelligent based advertising under the different powers and different stages.

Key words: new energy vehicles, intelligent based advertisement, low-carbon based advertisement, differential game, optimal control, decision making

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