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題名 Varieties of Agents in Agent-Based Computational Economics: A Historical and an Interdisciplinary Perspective
作者 陳樹衡
Chen, Shu-Heng
貢獻者 經濟系
關鍵詞 Cellular automata;
     Autonomous agents; Tournaments; Genetic algorithms; Genetic programming; Cognitive capacity
日期 2012-01
上傳時間 30-Jun-2014 18:06:31 (UTC+8)
摘要 In this paper, we trace four origins of agent-based computational economics (ACE), namely, the markets origin, the cellular-automata origin, the tournaments origin, and the experiments origin. Along with this trace, we examine how these origins have motivated different concepts and designs of agents in ACE, which starts from the early work on simple programmed agents, randomly behaving agents, zero-intelligence agents, human-written programmed agents, autonomous agents, and empirically calibrated agents, and extends to the newly developing cognitive agents, psychological agents, and culturally sensitive agents. The review also shows that the intellectual ideas underlying these varieties of agents cross several disciplines, which may be considered as a part of a general attempt to study humans (and their behavior) with an integrated interdisciplinary foundation.
關聯 Journal of Economic Dynamics and Control, 36(1), 1-25
資料類型 article
DOI http://dx.doi.org/http://dx.doi.org/10.1016/j.jedc.2011.09.003
dc.contributor 經濟系en_US
dc.creator (作者) 陳樹衡zh_TW
dc.creator (作者) Chen, Shu-Hengen_US
dc.date (日期) 2012-01en_US
dc.date.accessioned 30-Jun-2014 18:06:31 (UTC+8)-
dc.date.available 30-Jun-2014 18:06:31 (UTC+8)-
dc.date.issued (上傳時間) 30-Jun-2014 18:06:31 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/67035-
dc.description.abstract (摘要) In this paper, we trace four origins of agent-based computational economics (ACE), namely, the markets origin, the cellular-automata origin, the tournaments origin, and the experiments origin. Along with this trace, we examine how these origins have motivated different concepts and designs of agents in ACE, which starts from the early work on simple programmed agents, randomly behaving agents, zero-intelligence agents, human-written programmed agents, autonomous agents, and empirically calibrated agents, and extends to the newly developing cognitive agents, psychological agents, and culturally sensitive agents. The review also shows that the intellectual ideas underlying these varieties of agents cross several disciplines, which may be considered as a part of a general attempt to study humans (and their behavior) with an integrated interdisciplinary foundation.en_US
dc.format.extent 130 bytes-
dc.format.mimetype text/html-
dc.language.iso en_US-
dc.relation (關聯) Journal of Economic Dynamics and Control, 36(1), 1-25en_US
dc.subject (關鍵詞) Cellular automata;
     Autonomous agents; Tournaments; Genetic algorithms; Genetic programming; Cognitive capacity
en_US
dc.title (題名) Varieties of Agents in Agent-Based Computational Economics: A Historical and an Interdisciplinary Perspectiveen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/j.jedc.2011.09.003en_US
dc.doi.uri (DOI) http://dx.doi.org/http://dx.doi.org/10.1016/j.jedc.2011.09.003en_US