Does Cognitive Capacity Matter When Learning Using Genetic Programming in Double Auction Markets?

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

@InProceedings{conf/mabs/ChenTW09,
  title =        "Does Cognitive Capacity Matter When Learning Using
                 Genetic Programming in Double Auction Markets?",
  author =       "Shu-Heng Chen and Chung-Ching Tai and Shu G. Wang",
  booktitle =    "Multi-Agent-Based Simulation X",
  editor =       "Gennaro {di Tosto} and H. {Van Dyke Parunak}",
  publisher =    "Springer",
  year =         "2009",
  volume =       "5683",
  bibdate =      "2010-09-03",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/mabs/mabs2009.html#ChenTW09",
  isbn13 =       "978-3-642-13552-1",
  pages =        "37--48",
  series =       "Lecture Notes in Computer Science",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1007/978-3-642-13553-8_4",
  abstract =     "The relationship between human subjects' cognitive
                 capacity and their economic performances has been
                 noticed in recent years due to the evidence found in a
                 series of cognitive economic experiments. However,
                 there are few agent-based models aiming to characterise
                 such relationship. This paper attempts to bridge this
                 gap and serve as an agent-based model with a focus on
                 agents' cognitive capacity. To capture the
                 heterogeneity of human cognitive capacity, this paper
                 employs genetic programming as the algorithm of the
                 learning agents, and then uses population size as a
                 proxy parameter of individual cognitive capacity. By
                 modelling agents in this way, we demonstrate a nearly
                 positive relationship between cognitive abilities and
                 economic performance.",
  notes =        "MABS",
}

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

Citations