Modeling Intelligence of Learning Agents in An Artificial Double Auction Market

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Chen:2009:eurogp,
  author =       "Shu-Heng Chen and Chung-Ching Tai",
  title =        "Modeling Intelligence of Learning Agents in An
                 Artificial Double Auction Market",
  booktitle =    "Proceedings of the 12th European Conference on Genetic
                 Programming, EuroGP 2009",
  year =         "2009",
  editor =       "Leonardo Vanneschi and Steven Gustafson and 
                 Alberto Moraglio and Ivanoe {De Falco} and Marc Ebner",
  volume =       "5481",
  series =       "LNCS",
  pages =        "171--182",
  address =      "Tuebingen",
  month =        apr # " 15-17",
  organisation = "EvoStar",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-01180-1",
  DOI =          "doi:10.1007/978-3-642-01181-8_15",
  abstract =     "Individual differences in intellectual abilities can
                 be observed across time and everywhere in the world,
                 and this fact has been well studied by psychologists
                 for a long time. To capture the innate heterogeneity of
                 human intellectual abilities, this paper employs
                 genetic programming as the algorithm of the learning
                 agents, and then proposes the possibility of using
                 population size as a proxy parameter of individual
                 intelligence. By modeling individual intelligence in
                 this way, we demonstrate not only a nearly positive
                 relation between individual intelligence and
                 performance, but more interestingly the effect of
                 decreasing marginal contribution of IQ to performance
                 found in psychological literature.",
  notes =        "Part of \cite{conf/eurogp/2009} EuroGP'2009 held in
                 conjunction with EvoCOP2009, EvoBIO2009 and
                 EvoWorkshops2009",
}

Genetic Programming entries for Shu-Heng Chen Chung-Ching Tai

Citations