{"title":"结构群体中异质性偏好对具有相关策略的多问题重复社会困境博弈的影响","authors":"Ji Quan , Ran Lv , Shengjin Cui , Xianjia Wang","doi":"10.1016/j.amc.2025.129509","DOIUrl":null,"url":null,"abstract":"<div><div>Individuals frequently engage in a multitude of concurrent games. Owing to the complexity of the interactions and the inherent diversity in players' preferences, this paper introduces a multi-issue game model tailored for structured populations characterized by heterogeneous preferences. The model incorporates several dimensions of preference diversity, including the relative weight accorded to different games, and the form of preference and distribution patterns within the population. Through numerical experiments, we reveal that structured populations foster cooperation in the context of two-issue repeated social dilemma games. Two predominant preference distribution patterns are compared. The first assumes a random uniform distribution, implying that preferences are distributed evenly across the population. The second is a special distribution, in which players with similar preferences are more likely to form clusters or groups. Our findings underscore that when preferences carry equal weight across the two games, cooperation flourishes most robustly. Furthermore, the binary forms of preference and the excessive variance of preferences in the populations both hinder the emergence and sustainability of cooperative behaviors. Notably, when delving into the impact of preference distributions, we discern that special distributions are less conducive to cooperation compared to their uniform distributions. Overall, this study enriches our comprehension of cooperative phenomena in complex, multi-dimensional gaming scenarios by incorporating heterogeneous preferences.</div></div>","PeriodicalId":55496,"journal":{"name":"Applied Mathematics and Computation","volume":"505 ","pages":"Article 129509"},"PeriodicalIF":3.5000,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The impact of heterogeneous preferences on multi-issue repeated social dilemma games with correlated strategy in structured populations\",\"authors\":\"Ji Quan , Ran Lv , Shengjin Cui , Xianjia Wang\",\"doi\":\"10.1016/j.amc.2025.129509\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Individuals frequently engage in a multitude of concurrent games. Owing to the complexity of the interactions and the inherent diversity in players' preferences, this paper introduces a multi-issue game model tailored for structured populations characterized by heterogeneous preferences. The model incorporates several dimensions of preference diversity, including the relative weight accorded to different games, and the form of preference and distribution patterns within the population. Through numerical experiments, we reveal that structured populations foster cooperation in the context of two-issue repeated social dilemma games. Two predominant preference distribution patterns are compared. The first assumes a random uniform distribution, implying that preferences are distributed evenly across the population. The second is a special distribution, in which players with similar preferences are more likely to form clusters or groups. Our findings underscore that when preferences carry equal weight across the two games, cooperation flourishes most robustly. Furthermore, the binary forms of preference and the excessive variance of preferences in the populations both hinder the emergence and sustainability of cooperative behaviors. Notably, when delving into the impact of preference distributions, we discern that special distributions are less conducive to cooperation compared to their uniform distributions. Overall, this study enriches our comprehension of cooperative phenomena in complex, multi-dimensional gaming scenarios by incorporating heterogeneous preferences.</div></div>\",\"PeriodicalId\":55496,\"journal\":{\"name\":\"Applied Mathematics and Computation\",\"volume\":\"505 \",\"pages\":\"Article 129509\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-05-19\",\"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/S0096300325002358\",\"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/S0096300325002358","RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
The impact of heterogeneous preferences on multi-issue repeated social dilemma games with correlated strategy in structured populations
Individuals frequently engage in a multitude of concurrent games. Owing to the complexity of the interactions and the inherent diversity in players' preferences, this paper introduces a multi-issue game model tailored for structured populations characterized by heterogeneous preferences. The model incorporates several dimensions of preference diversity, including the relative weight accorded to different games, and the form of preference and distribution patterns within the population. Through numerical experiments, we reveal that structured populations foster cooperation in the context of two-issue repeated social dilemma games. Two predominant preference distribution patterns are compared. The first assumes a random uniform distribution, implying that preferences are distributed evenly across the population. The second is a special distribution, in which players with similar preferences are more likely to form clusters or groups. Our findings underscore that when preferences carry equal weight across the two games, cooperation flourishes most robustly. Furthermore, the binary forms of preference and the excessive variance of preferences in the populations both hinder the emergence and sustainability of cooperative behaviors. Notably, when delving into the impact of preference distributions, we discern that special distributions are less conducive to cooperation compared to their uniform distributions. Overall, this study enriches our comprehension of cooperative phenomena in complex, multi-dimensional gaming scenarios by incorporating heterogeneous preferences.
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.