- 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 recognition",
- 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 = "
http://www-idss.cs.put.poznan.pl/~krawiec/./pubs/kosyr2001.pdf",
-
URL = "
http://citeseer.ist.psu.edu/451286.html",
- 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 = "http://www.zssk.pwr.wroc.pl/zssk/kosyr/kosyr2001/kosyr.html
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",
