- Tytuł:
- GPFIS - control : a genetic fuzzy system for control tasks
- Autorzy:
-
Koshiyama, A. S.
Vellasco, M. M. B. R.
Tanscheit, R. - Powiązania:
- https://bibliotekanauki.pl/articles/91648.pdf
- Data publikacji:
- 2014
- Wydawca:
- Społeczna Akademia Nauk w Łodzi. Polskie Towarzystwo Sieci Neuronowych
- Tematy:
-
genetic fuzzy controler
GFC
genetic programming fuzzy inference system for control
GPFISControl
multigene genetic programming
inverted pendulum - Opis:
- This work presents a Genetic Fuzzy Controller (GFC), called Genetic Programming Fuzzy Inference System for Control tasks (GPFISControl). It is based on MultiGene Genetic Programming, a variant of canonical Genetic Programming. The main characteristics and concepts of this approach are described, as well as its distinctions from other GFCs. Two benchmarks application of GPFISControl are considered: the CartCentering Problem and the Inverted Pendulum. In both cases results demonstrate the superiority and potentialities of GPFISControl in relation to other GFCs found in the literature.
- Źródło:
-
Journal of Artificial Intelligence and Soft Computing Research; 2014, 4, 3; 167-179
2083-2567
2449-6499 - Pojawia się w:
- Journal of Artificial Intelligence and Soft Computing Research
- Dostawca treści:
- Biblioteka Nauki
Artykuł