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在具有不同个体偏好的社会困境中承诺和合作:基于代理的建模方法
Zheng Jiang1, Luzhan Yuan1, Wei Wang1
1School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China.
PloS one
|July 11, 2025
概括
承诺可以促进在社会困境中的合作,即使个人倾向不同. 然而,它的有效性降低了,具体的承诺设置对于成功至关重要.
科学领域:
- 社会动态 社会动态
- 行为经济学是一种行为经济学.
- 计算社会科学 计算社会科学
背景情况:
- 社会困境源于合作与私利之间的冲突,威胁到集体福祉.
- 现有的合作机制,如承诺,显示出希望,但可能受到合作倾向的个体差异的限制.
研究的目的:
- 为了研究合作的长期社会动态,考虑到不同的个人倾向.
- 分析承诺机制在促进不同人群之间的合作方面的有效性.
主要方法:
- 基于代理的建模 (ABM) 用于模拟社会动态.
- 该模型纳入了合作倾向的个体差异.
主要成果:
- 承诺仍然可以确保不同合作倾向的个人之间的合作.
- 当个人的倾向不同时,承诺的有效性会减少.
- 承诺机制的具体设计和设置显著影响其影响.
结论:
- 整合个体偏好对于理解异质人群中的集体动态至关重要.
- 这些发现有助于促进在线社会生产和决策方面的合作.
- 开发的模型为支持有关承诺机制的政策决策提供了基础.
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