DocumentCode :
401756
Title :
Multiagent decision support system
Author :
Gao, Hui-Min ; Zeng, Jian-Chao ; Xu, Yu-Bin ; Sun, Guo-Ji
Author_Institution :
Dept. of Comput. Sci., Taiyuan Heavy Machinery Inst., China
Volume :
3
fYear :
2003
fDate :
2-5 Nov. 2003
Firstpage :
1945
Abstract :
We discuss a new decision support system (DSS) for scheduling integrated steel processing based on multiagent technology. A mathematical model of integrated steel scheduling was presented. In order to solve the extremely complex problem, we integrate various algorithms using a new multiagent architecture in which each agent embodies a special approach and multiple solution methods cooperate by evolving a shared population of solutions. Our system considers multiple scheduling objectives, generates multiple scheduling alternatives and relieves the schedulers of mundane computational tasks. The scheduler, as the final decision maker, can work cooperatively with the system to explore alternatives, to improve solution quality and choose the best alternative for the enterprise.
Keywords :
decision support systems; multi-agent systems; scheduling; steel industry; decision support system; integrated steel processing scheduling; multiagent technology; multiple scheduling objectives; mundane computational tasks; Costs; Decision support systems; Humans; Job shop scheduling; Mathematical model; Processor scheduling; Production systems; Profitability; Steel; Sun;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
Type :
conf
DOI :
10.1109/ICMLC.2003.1259817
Filename :
1259817
Link To Document :
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