- Tytuł:
- Adaptive approaches to parameter control in genetic algorithms and genetic programming
- Autorzy:
-
Spalek, J.
Gregor, M. - Powiązania:
- https://bibliotekanauki.pl/articles/117900.pdf
- Data publikacji:
- 2011
- Wydawca:
- Polskie Towarzystwo Promocji Wiedzy
- Tematy:
-
adaptive approach
genetic algorithms
genetic programming - Opis:
- The paper concerns the application of Genetic Algorithms and Genetic Programming to complex tasks such as automated design of control systems, where the space of solutions is non-trivial and may contain discontinuities. Several adaptive mechanisms for control of the search algorithm's parameters are proposed, investigated and compared to each other. It is shown that the proposed mechanisms are useful in preventing the search from getting trapped in local extremes of the fitness landscape.
- Źródło:
-
Applied Computer Science; 2011, 7, 1; 38-56
1895-3735 - Pojawia się w:
- Applied Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł