- Tytuł:
- “P” coordinator scheme and interaction prediction principle in hierarchical structure of ANN
- Autorzy:
- Płaczek, S.
- Powiązania:
- https://bibliotekanauki.pl/articles/97277.pdf
- Data publikacji:
- 2015
- Wydawca:
- Politechnika Poznańska. Wydawnictwo Politechniki Poznańskiej
- Tematy:
-
Artificial Neural Network (ANN)
hierarchy
decomposition
coordination
coordination principle
P-regulator
feedback principle - Opis:
- When implementing the hierarchical structure [4][5] of the learning algorithm of an Artificial Neural Network (ANN), two very important questions have to be solved. The first one is connected with the selection of the broad coordination principle. In [1], three different principles are described. They vary with regard to the degree of freedom for the first-level tasks. The second problem is connected with the coordinator structure or, in other words, the coordination algorithm. In the regulation theory, the process of finding the coordinator structure is known as the feedback principle. The simplest regulator structure (scheme) is known as the proportional regulator – “P” regulator. In the article, the regulator structure and its parameters are analysed as well as their impact on the learning process quality.
- Źródło:
-
Computer Applications in Electrical Engineering; 2015, 13; 319-329
1508-4248 - Pojawia się w:
- Computer Applications in Electrical Engineering
- Dostawca treści:
- Biblioteka Nauki
Artykuł