- Tytuł:
- New Methods for Designing and Reduction of Neuro-Fuzzy Systems
- Autorzy:
- Cpałka, K.
- Powiązania:
- https://bibliotekanauki.pl/articles/108790.pdf
- Data publikacji:
- 2010
- Wydawca:
- Społeczna Akademia Nauk w Łodzi
- Tematy:
-
algorithm of best global eliminations
algorithm of best local eliminations
consecutive eliminations algorithm
consecutive mergings algorithm
interpretability
logical approach
neuro-fuzzy system - Opis:
- In the paper, we propose novel methods for designing and reduction of neuro-fuzzy systems without the deterioration of their accuracy. The reduction and merging algorithms gradually eliminate inputs, rules, antecedents, and the number of discretization points of integrals in the center of area defuzzification method. Our algorithms have been tested using well known classification benchmark.
- Źródło:
-
Journal of Applied Computer Science Methods; 2010, 2 No. 2; 113-126
1689-9636 - Pojawia się w:
- Journal of Applied Computer Science Methods
- Dostawca treści:
- Biblioteka Nauki
Artykuł