- Tytuł:
- Real–valued GCS classifier system
- Autorzy:
-
Cielecki, Ł.
Unold, O. - Powiązania:
- https://bibliotekanauki.pl/articles/929825.pdf
- Data publikacji:
- 2007
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
uczenie maszynowe
wnioskowanie gramatyczne
gramatyka bezkontekstowa
learning classifier systems
GCS
GAs
grammatical inference
context-free grammar - Opis:
- Learning Classifier Systems (LCSs) have gained increasing interest in the genetic and evolutionary computation literature. Many real-world problems are not conveniently expressed using the ternary representation typically used by LCSs and for such problems an interval-based representation is preferable. A new model of LCSs is introduced to classify realvalued data. The approach applies the continous-valued context-free grammar-based system GCS. In order to handle data effectively, the terminal rules were replaced by the so-called environment probing rules. The rGCS model was tested on the checkerboard problem.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2007, 17, 4; 539-547
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł