Varieties of agents in agent-based computational economics: A historical and an interdisciplinary perspective

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