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DOI | 10.1073/pnas.2000840117 |
Collective decision-making by rational agents with differing preferences | |
Mann, Richard P.1,2 | |
2020-04-27 | |
发表期刊 | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
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ISSN | 0027-8424 |
出版年 | 2020 |
卷号 | 117期号:19页码:10388-10396 |
文章类型 | Article |
语种 | 英语 |
国家 | England |
英文摘要 | Collective decisions can emerge from individual-level interactions between members of a group. These interactions are often seen as social feedback rules, whereby individuals copy the decisions they observe others making, creating a coherent group decision. The benefit of these behavioral rules to the individual agent can be understood as a transfer of information, whereby a focal individual learns about the world by gaining access to the information possessed by others. Previous studies have analyzed this exchange of information by assuming that all agents share common goals. While differences in information and differences in preferences have often been conflated, little is known about how differences between agents' underlying preferences affect the use and efficacy of social information. In this paper, I develop a model of social information use by rational agents with differing preferences, and demonstrate that the resulting collective behavior is strongly dependent on the structure of preference sharing within the group, as well as the quality of information in the environment. In particular, I show that strong social responses are expected by individuals that are habituated to noisy, uncertain environments where private information about the world is relatively weak. Furthermore, by investigating heterogeneous group structures, I demonstrate a potential influence of cryptic minority subgroups that may illuminate the empirical link between personality and leadership. |
英文关键词 | agent-based model collective behavior rational choice social information utility |
领域 | 地球科学 ; 气候变化 ; 资源环境 |
收录类别 | SCI-E |
WOS记录号 | WOS:000532837500039 |
WOS关键词 | CONSISTENT INDIVIDUAL-DIFFERENCES ; INFORMATION ; LEADERSHIP ; BEHAVIOR ; FLOCKS ; RULE |
WOS类目 | Multidisciplinary Sciences |
WOS研究方向 | Science & Technology - Other Topics |
URL | 查看原文 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/249709 |
专题 | 资源环境科学 |
作者单位 | 1.Univ Leeds, Dept Stat, Sch Math, Leeds LS2 9JT, W Yorkshire, England; 2.Alan Turing Inst, London NW1 2DB, England |
推荐引用方式 GB/T 7714 | Mann, Richard P.. Collective decision-making by rational agents with differing preferences[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA,2020,117(19):10388-10396. |
APA | Mann, Richard P..(2020).Collective decision-making by rational agents with differing preferences.PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA,117(19),10388-10396. |
MLA | Mann, Richard P.."Collective decision-making by rational agents with differing preferences".PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 117.19(2020):10388-10396. |
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