Using Software Engineering Knowledge to Drive Genetic Program Design Using Cultural Algorithms Exploiting the Synergy of Software Engineering Knowledge in Evolutionary Design

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InCollection{ostrowski:2003:GPTP,
  author =       "David A. Ostrowski and Robert G. Reynolds",
  title =        "Using Software Engineering Knowledge to Drive Genetic
                 Program Design Using Cultural Algorithms Exploiting the
                 Synergy of Software Engineering Knowledge in
                 Evolutionary Design",
  booktitle =    "Genetic Programming Theory and Practice",
  publisher =    "Kluwer",
  year =         "2003",
  editor =       "Rick L. Riolo and Bill Worzel",
  chapter =      "5",
  pages =        "63--80",
  keywords =     "genetic algorithms, genetic programming, cultural
                 algorithms, Hybrid genetic programming environments,
                 agent-based modeling, OEM strategy evolution, black box
                 testing, white box testing",
  ISBN =         "1-4020-7581-2",
  URL =          "http://www.springer.com/computer/ai/book/978-1-4020-7581-0",
  DOI =          "doi:10.1007/978-1-4419-8983-3_5",
  abstract =     "In this paper we use Cultural Algorithms as a
                 framework in which to embed a white and black box
                 testing strategy for designing and testing large-scale
                 GP programs. The model consists of two populations, one
                 supports white box testing of a Genetic Programming
                 system and the other supports black box testing. The
                 two populations communicate by sending information to a
                 shared belief space. This allows a potential synergy
                 between the two activities. Next, we exploit this
                 synergy in order to evolve an OEM pricing strategy in a
                 complex agent-based market environment. The new pricing
                 strategy generated over $2 million dollars in revenue
                 during the assessment period and outperformed the
                 previous optimal strategy.",
  notes =        "Part of \cite{RioloWorzel:2003}",
}

Genetic Programming entries for David A Ostrowski Robert G Reynolds

Citations