Genetic Programming Using Partial Order Of Solutions
For Pattern Recognition Tasks
K. Krawiec. Proceedings of the second National Conference on
Computer Recognition Systems KOSYR-2001, page 427--433. Strona palacu w Milkowie, Karpacza, Poland, (28-31 May 2001)
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 t…(more)
http://www.zssk.pwr.wroc.pl/zssk/kosyr/kosyr2001/kosyr.html
II Krajowa Konferencja Naukowo-Szkoleniowa Komputerowe
Systemy Rozpoznawania KOSYR 2001 Milk�w kolo Karpacza,
28-31 maja 2001 Organizator: Politechnika Wroclawska
Wydzialowy Zaklad System�w i Sieci Komputerowych
Wsp�lpraca: Towarzystwo Przetwarzania Obraz�w Instytut
Informatyki Politechniki L�dzkiej Instytut Techniczny
Panstwowej Wyzszej Szkoly Zawodowej w Legnicy
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%0 Conference Paper
%1 oai:CiteSeerPSU:451286
%A Krawiec, Krzysztof
%B Proceedings of the second National Conference on
Computer Recognition Systems KOSYR-2001
%C Strona palacu w Milkowie, Karpacza, Poland
%D 2001
%E Puchala, Edward
%K algorithms, character genetic handwritten learning, machine programming, recognition visual
%P 427--433
%T Genetic Programming Using Partial Order Of Solutions
For Pattern Recognition Tasks
%U http://citeseer.ist.psu.edu/451286.html
%X 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.
%Z The Pennsylvania State University CiteSeer Archives
@inproceedings{oai:CiteSeerPSU:451286,
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.},
added-at = {2008-06-19T17:35:00.000+0200},
address = {Strona palacu w Milkowie, Karpacza, Poland},
annote = {The Pennsylvania State University CiteSeer Archives},
author = {Krawiec, Krzysztof},
biburl = {https://www.bibsonomy.org/bibtex/28a3578d3e47550a980504ac20a325831/brazovayeye},
booktitle = {Proceedings of the second National Conference on
Computer Recognition Systems KOSYR-2001},
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},
editor = {Puchala, Edward},
interhash = {4b2fdc892eb503b53aa8d59d6ad0131b},
intrahash = {8a3578d3e47550a980504ac20a325831},
keywords = {algorithms, character genetic handwritten learning, machine programming, recognition visual},
language = {en},
month = {28-31 May},
notes = {http://www.zssk.pwr.wroc.pl/zssk/kosyr/kosyr2001/kosyr.html
II Krajowa Konferencja Naukowo-Szkoleniowa Komputerowe
Systemy Rozpoznawania KOSYR 2001 Milk�w kolo Karpacza,
28-31 maja 2001 Organizator: Politechnika Wroclawska
Wydzialowy Zaklad System�w i Sieci Komputerowych
Wsp�lpraca: Towarzystwo Przetwarzania Obraz�w Instytut
Informatyki Politechniki L�dzkiej Instytut Techniczny
Panstwowej Wyzszej Szkoly Zawodowej w Legnicy},
oai = {oai:CiteSeerPSU:451286},
pages = {427--433},
rights = {unrestricted},
size = {6 pages},
timestamp = {2008-06-19T17:44:21.000+0200},
title = {Genetic Programming Using Partial Order Of Solutions
For Pattern Recognition Tasks},
url = {http://citeseer.ist.psu.edu/451286.html},
year = 2001
}