GSTDTAP  > 资源环境科学
DOI10.1073/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
ISSN0027-8424
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
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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
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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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