Varieties of agents in agent-based computational economics: A historical and an interdisciplinary perspective
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- @Article{Chen20121,
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author = "Shu-Heng Chen",
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title = "Varieties of agents in agent-based computational
economics: A historical and an interdisciplinary
perspective",
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journal = "Journal of Economic Dynamics and Control",
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volume = "36",
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number = "1",
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pages = "1--25",
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year = "2012",
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ISSN = "0165-1889",
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DOI = "doi:10.1016/j.jedc.2011.09.003",
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URL = "http://www.sciencedirect.com/science/article/pii/S0165188911001692",
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keywords = "genetic algorithms, genetic programming, Cellular
automata, Autonomous agents, Tournaments, Cognitive
capacity",
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abstract = "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 behaviour) with an integrated
interdisciplinary foundation.",
- }
Genetic Programming entries for
Shu-Heng Chen
Citations