基于agent的新能源汽车扩散仿真模型

Hao Zhang, Peifeng Zhu, Zhichao Yao
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引用次数: 0

摘要

本文运用基于智能体的模型(ABM)研究新能源汽车推广过程中的社会影响机制。引入“消费”认知模型,使不同需求满足阈值的主体具有不同的认知过程。此外,在调查数据的支持下,我们的研究考虑了意见领袖更多的特征,如创新行为、对价格影响的敏感度较低、对产品质量的判断能力较强。通过初级组和对照组实验,模拟结果表明意见领袖对信息传播和产品采用率有显著影响。结果表明,针对意见领袖将是一种有价值的新能源汽车营销策略。它还为评估促进可持续行为的政策提供了一些建议。
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An Agent-Based Model to Simulate the Diffusion of New Energy Vehicles
This paper demonstrates the use of an agent-based model (ABM) to study the mechanism of social influence in the diffusion of new energy vehicles. We introduce the “consumat” cognition model so that agents with different need satisfaction thresholds have different cognitive processes. In addition, supported by survey data, our study considers more characteristics of opinion leaders, such as innovative behavior, lower sensitivity to price influence, and a better ability to judge the product quality. Through the primary group and control group experiments, the simulations demonstrated that the opinion leaders play a significant role in the spread of information and the percentage of product adoption. The results indicate that targeting opinion leaders will be a valuable marketing strategy for new energy vehicles. It also provides some advice for assessing policies that promote sustainable behaviors.
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