Genetic Programming Using Partial Order Of Solutions For Pattern Recognition Tasks

Created by W.Langdon from gp-bibliography.bib Revision:1.4496

  title =        "Genetic Programming Using Partial Order Of Solutions
                 For Pattern Recognition Tasks",
  author =       "Krzysztof Krawiec",
  booktitle =    "Proceedings of the second National Conference on
                 Computer Recognition Systems KOSYR-2001",
  year =         "2001",
  editor =       "Edward Puchala",
  pages =        "427--433",
  address =      "Strona palacu w Milkowie, Karpacza, Poland",
  month =        "28-31 " # may,
  keywords =     "genetic algorithms, genetic programming, machine
                 learning, visual learning, handwritten character
  citeseer-isreferencedby = "oai:CiteSeerPSU:66067;
                 oai:CiteSeerPSU:128462; oai:CiteSeerPSU:146628",
  citeseer-references = "oai:CiteSeerPSU:18963; oai:CiteSeerPSU:212034;
                 \cite{oai:CiteSeerPSU:451901}; oai:CiteSeerPSU:457380;
                 oai:CiteSeerPSU:333851; oai:CiteSeerPSU:284013",
  annote =       "The Pennsylvania State University CiteSeer Archives",
  language =     "en",
  oai =          "oai:CiteSeerPSU:451286",
  rights =       "unrestricted",
  URL =          "",
  URL =          "",
  size =         "6 pages",
  abstract =     "This paper investigates the use of genetic programming
                 (GP) for learning of pattern recognition programs. The
                 central topic here is the introduction of GP
                 incorporating partial order of solutions as opposed to
                 the standard complete (linear) order imposed by the
                 scalar fitness function. We claim that such an
                 extension protects the `interesting', however worse
                 w.r.t. the value of the fitness function, solutions
                 from being discarded in the selection process, and thus
                 increases the diversity of the population. That
                 hypothesis is verified on a real-world case study
                 concerning the recognition of handwritten characters.",
  notes =        "

                 II Krajowa Konferencja Naukowo-Szkoleniowa Komputerowe
                 Systemy Rozpoznawania KOSYR 2001 Milkow kolo Karpacza,
                 28-31 maja 2001 Organizator: Politechnika Wroclawska
                 Wydzialowy Zaklad Systemow i Sieci Komputerowych
                 Wspolpraca: Towarzystwo Przetwarzania Obrazow Instytut
                 Informatyki Politechniki Lodzkiej Instytut Techniczny
                 Panstwowej Wyzszej Szkoly Zawodowej w Legnicy",

Genetic Programming entries for Krzysztof Krawiec