Evolutionary computation in medicine: an overview

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

@Article{Pena-Reyes:2000:AIM,
  author =       "Carlos Andres Pena-Reyes and Moshe Sipper",
  title =        "Evolutionary computation in medicine: an overview",
  journal =      "Artificial Intelligence in Medicine",
  year =         "2000",
  volume =       "19",
  pages =        "1--23",
  number =       "1",
  owner =        "wlangdon",
  keywords =     "genetic algorithms, genetic programming, Evolutionary
                 computation, Medical applications",
  URL =          "http://citeseer.ist.psu.edu/cache/papers/cs/20656/http:zSzzSzlslwww.epfl.chzSz~penhazSzdocszSzevomed.sent.pdf/evolutionary-computation-in-medicine.pdf",
  URL =          "http://citeseer.ist.psu.edu/417223.html",
  URL =          "http://www.sciencedirect.com/science/article/B6T4K-4019B7H-1/2/6ecdbd2dd9650bb279d44e49b9f26fcd",
  ISSN =         "0933-3657",
  DOI =          "doi:10.1016/S0933-3657(99)00047-0",
  abstract =     "The term evolutionary computation encompasses a host
                 of methodologies inspired by natural evolution that are
                 used to solve hard problems. This paper provides an
                 overview of evolutionary computation as applied to
                 problems in the medical domains. We begin by outlining
                 the basic workings of six types of evolutionary
                 algorithms: genetic algorithms, genetic programming,
                 evolution strategies, evolutionary programming,
                 classifier systems, and hybrid systems. We then
                 describe how evolutionary algorithms are applied to
                 solve medical problems, including diagnosis, prognosis,
                 imaging, signal processing, planning, and scheduling.
                 Finally, we provide an extensive bibliography,
                 classified both according to the medical task addressed
                 and according to the evolutionary technique used.",
  notes =        "PMID: 10767613",
}

Genetic Programming entries for Carlos Andres Pena-Reyes Moshe Sipper

Citations