DocumentCode :
3121991
Title :
Research and implementation of distributed MSP algorithm based on GA and MAS
Author :
Jiang, Wei-Jin ; Xu, Yu-Hui ; Li, Yao
Author_Institution :
Comput. Dept., Zhuzhou Inst. of Technol., China
Volume :
4
fYear :
2002
fDate :
4-5 Nov. 2002
Firstpage :
2184
Abstract :
The task of scheduling has high NP difficulty with arithmetic research as its important research direction. The technological research and application development of intelligent agents is a hot spot in the AI field. The paper analyzes the characteristics of how the in-time intelligence conducting system is scheduled and puts forward a new scheduling strategy and algorithm with the combination of genetic algorithm (GA) and a multi agent system (MAS). It is proved that the algorithm has good extensibility, adaptability and stability.
Keywords :
distributed algorithms; genetic algorithms; intelligent control; multi-agent systems; processor scheduling; distributed algorithm; genetic algorithms; intelligent control; multi agent system; multiprocessor scheduling problem; task scheduling problem; Arithmetic; Artificial intelligence; Automatic control; Control systems; Economic forecasting; Intelligent agent; Intelligent systems; Job shop scheduling; Processor scheduling; Technology management;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
Type :
conf
DOI :
10.1109/ICMLC.2002.1175426
Filename :
1175426
Link To Document :
بازگشت