将情感和期望结合起来可以提高合作

IF 3.4 2区 数学 Q1 MATHEMATICS, APPLIED
Wen Lu , Shu Liang
{"title":"将情感和期望结合起来可以提高合作","authors":"Wen Lu ,&nbsp;Shu Liang","doi":"10.1016/j.amc.2025.129736","DOIUrl":null,"url":null,"abstract":"<div><div>Cooperation is a key issue attracting widespread attention across various fields. Emotions and expectations jointly participate in the decision-making process, and are key factors influencing the evolution of cooperation. Therefore, this paper proposes a game evolution model that considers the dual influences of emotions and expectations. In the model, a player’s initial strategy depends on their emotions. Subsequently, expectations influence the decision-making process, altering the player’s initial strategy to the current strategy. Specifically, high expectations lead players to maintain their initial strategy, whereas low expectations prompt them to change strategies. Furthermore, the paper analyzes the evolution of cooperation in the prisoner’s dilemma and the influence of expectations. Simulation results show that under high betrayal temptation, players with loneliness and defection would change their initial strategy to cooperation due to low expectations, while those players who initially gather with cooperation strategies maintain the cooperation strategies due to higher expectations, ultimately increasing the cooperation fraction and payoff of the population. Therefore, expectations effectively enhance the cooperation level and payoff of the population. When the scale of individuals changing their strategies based on expectations (ICSE) is large, the effect of expectations on enhancing cooperation and payoff is more pronounced. Frequent consideration of anticipated initial strategy changes also yields the same effect. Additionally, mechanisms of the influence of emotion on payoff, direct emotion interaction and the influence of strategy on emotion collectively contribute to enhancing the significantly evolutionary advantage of friendly emotions and cooperation strategies. This paper contributes to a deeper understanding of the role of expectations in the evolution of emotions and cooperation, laying the groundwork for enhancing social cooperation through expectation management.</div></div>","PeriodicalId":55496,"journal":{"name":"Applied Mathematics and Computation","volume":"511 ","pages":"Article 129736"},"PeriodicalIF":3.4000,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integrating emotion and expectation improves cooperation\",\"authors\":\"Wen Lu ,&nbsp;Shu Liang\",\"doi\":\"10.1016/j.amc.2025.129736\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Cooperation is a key issue attracting widespread attention across various fields. Emotions and expectations jointly participate in the decision-making process, and are key factors influencing the evolution of cooperation. Therefore, this paper proposes a game evolution model that considers the dual influences of emotions and expectations. In the model, a player’s initial strategy depends on their emotions. Subsequently, expectations influence the decision-making process, altering the player’s initial strategy to the current strategy. Specifically, high expectations lead players to maintain their initial strategy, whereas low expectations prompt them to change strategies. Furthermore, the paper analyzes the evolution of cooperation in the prisoner’s dilemma and the influence of expectations. Simulation results show that under high betrayal temptation, players with loneliness and defection would change their initial strategy to cooperation due to low expectations, while those players who initially gather with cooperation strategies maintain the cooperation strategies due to higher expectations, ultimately increasing the cooperation fraction and payoff of the population. Therefore, expectations effectively enhance the cooperation level and payoff of the population. When the scale of individuals changing their strategies based on expectations (ICSE) is large, the effect of expectations on enhancing cooperation and payoff is more pronounced. Frequent consideration of anticipated initial strategy changes also yields the same effect. Additionally, mechanisms of the influence of emotion on payoff, direct emotion interaction and the influence of strategy on emotion collectively contribute to enhancing the significantly evolutionary advantage of friendly emotions and cooperation strategies. This paper contributes to a deeper understanding of the role of expectations in the evolution of emotions and cooperation, laying the groundwork for enhancing social cooperation through expectation management.</div></div>\",\"PeriodicalId\":55496,\"journal\":{\"name\":\"Applied Mathematics and Computation\",\"volume\":\"511 \",\"pages\":\"Article 129736\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-09-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Mathematics and Computation\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0096300325004618\",\"RegionNum\":2,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATHEMATICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Mathematics and Computation","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0096300325004618","RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
引用次数: 0

摘要

合作是各领域普遍关注的热点问题。情绪和期望共同参与决策过程,是影响合作演化的关键因素。因此,本文提出了一个考虑情绪和期望双重影响的博弈进化模型。在这个模型中,玩家的初始策略取决于他们的情绪。随后,预期会影响决策过程,将玩家的初始策略改变为当前策略。具体来说,高期望会促使玩家保持最初的策略,而低期望则会促使他们改变策略。在此基础上,分析了囚徒困境下合作行为的演化以及期望对合作行为的影响。仿真结果表明,在高背叛诱惑下,具有孤独感和叛逃倾向的参与者由于期望较低而将初始策略转变为合作策略,而具有合作策略的参与者由于期望较高而保持合作策略,最终提高了群体的合作分数和收益。因此,期望有效地提高了群体的合作水平和收益。当个体基于期望改变策略的规模较大时,期望对加强合作和收益的作用更为明显。经常考虑预期的初始战略变化也会产生同样的效果。此外,情绪对收益的影响机制、情绪的直接互动机制和策略对情绪的影响机制共同促进了友好情绪和合作策略的显著进化优势。本研究有助于更深入地理解期望在情绪与合作演变中的作用,为通过期望管理促进社会合作奠定基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrating emotion and expectation improves cooperation
Cooperation is a key issue attracting widespread attention across various fields. Emotions and expectations jointly participate in the decision-making process, and are key factors influencing the evolution of cooperation. Therefore, this paper proposes a game evolution model that considers the dual influences of emotions and expectations. In the model, a player’s initial strategy depends on their emotions. Subsequently, expectations influence the decision-making process, altering the player’s initial strategy to the current strategy. Specifically, high expectations lead players to maintain their initial strategy, whereas low expectations prompt them to change strategies. Furthermore, the paper analyzes the evolution of cooperation in the prisoner’s dilemma and the influence of expectations. Simulation results show that under high betrayal temptation, players with loneliness and defection would change their initial strategy to cooperation due to low expectations, while those players who initially gather with cooperation strategies maintain the cooperation strategies due to higher expectations, ultimately increasing the cooperation fraction and payoff of the population. Therefore, expectations effectively enhance the cooperation level and payoff of the population. When the scale of individuals changing their strategies based on expectations (ICSE) is large, the effect of expectations on enhancing cooperation and payoff is more pronounced. Frequent consideration of anticipated initial strategy changes also yields the same effect. Additionally, mechanisms of the influence of emotion on payoff, direct emotion interaction and the influence of strategy on emotion collectively contribute to enhancing the significantly evolutionary advantage of friendly emotions and cooperation strategies. This paper contributes to a deeper understanding of the role of expectations in the evolution of emotions and cooperation, laying the groundwork for enhancing social cooperation through expectation management.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
7.90
自引率
10.00%
发文量
755
审稿时长
36 days
期刊介绍: Applied Mathematics and Computation addresses work at the interface between applied mathematics, numerical computation, and applications of systems – oriented ideas to the physical, biological, social, and behavioral sciences, and emphasizes papers of a computational nature focusing on new algorithms, their analysis and numerical results. In addition to presenting research papers, Applied Mathematics and Computation publishes review articles and single–topics issues.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信