- Tytuł:
- LCS Approach to Tasks Scheduling Problem in the Two Processor System
- Autorzy:
-
Wasielewska, K.
Seredyński, F. - Powiązania:
- https://bibliotekanauki.pl/articles/92950.pdf
- Data publikacji:
- 2007
- Wydawca:
- Uniwersytet Przyrodniczo-Humanistyczny w Siedlcach
- Tematy:
-
learning classifier systems
scheduling problem
evolutionary technique - Opis:
- In this paper we propose an approach to solve multiprocessor scheduling problem with use of rule-based learning machine - Learning Classifier System (LCS). LCS combines reinforcement learning and evolutionary computing to produce adaptive systems. We interpret the multiprocessor scheduling problem as multi-step problem, where a feedback is given after some number steps. We show that LCS is able to solve scheduling tasks of a parallel program in the two processor system.
- Źródło:
-
Studia Informatica : systems and information technology; 2007, 2(9); 29-39
1731-2264 - Pojawia się w:
- Studia Informatica : systems and information technology
- Dostawca treści:
- Biblioteka Nauki
Artykuł