DocumentCode :
581952
Title :
Multi-agent system for flexible job-shop scheduling problem based on human immune system
Author :
Wei, Xiong ; Dongmei, Fu
Author_Institution :
Sch. of Autom. & Electr. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
fYear :
2012
fDate :
25-27 July 2012
Firstpage :
2476
Lastpage :
2480
Abstract :
The flexible job-shop scheduling problem (FJSP) is very important in both fields of production management and combinatorial optimization. The high combinatorial complexity of the problem makes it hard to find the optimal solution within reasonable time in most cases. The multi-agent optimization method can reduce the combinatorial complexity of the problem by the task decomposition and the real-time distribution. However, it is quite difficult to achieve an optimal solution of FJSP with multi-agent optimization method. The multi-agent scheduling system (MASS) and the human immune system (HIS) are similar in structure and negotiation strategies. In this paper, a new MASS is proposed for solving FJSP. The MASS is inspired by the structure and negotiation strategies of the HIS. The negotiation strategies of the MASS are more consistent with the negotiation strategies of the HIS. Finally, the negotiation strategies of the MASS are tested with two instances taken from the open literature and compared with the test results, which show that the proposed method is effective for solving FJSP.
Keywords :
combinatorial mathematics; computational complexity; job shop scheduling; multi-agent systems; optimisation; production management; FJSP; HIS; MASS; combinatorial complexity reduction; combinatorial optimization complexity; flexible job-shop scheduling problem; human immune system; multiagent optimization method; multiagent scheduling system; negotiation strategies; optimal solution; production management; task decomposition; Educational institutions; Humans; Immune system; Job shop scheduling; Optimization methods; Processor scheduling; Multi-agent system; flexible job-shop scheduling problem; human immune system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
ISSN :
1934-1768
Print_ISBN :
978-1-4673-2581-3
Type :
conf
Filename :
6390341
Link To Document :
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