Title :
Multi-Agent Based Framework for Dynamic Scheduling System
Author :
Zhang, Xiao-Dong ; Wang, Qian ; Li, Xiao-ping
Author_Institution :
Southeast Univ., Nanjing
Abstract :
Communication burden and security are important for agent-based scheduling architectures in uncertain and dynamic scheduling environments, which have not yet been fully solved in traditional architectures. In this paper, a multi-agent based framework is established. Contract Network Protocol is combined with Marked-based negotiation protocol to get a trade-off between effectiveness and efficiency. A registration mechanism is given to reduce the communication burden. Digital Signature is adopted to enhance the security. As well, XML is integrated with KQML to improve the interoperability. Compared with the existing methods, the proposed one is not only securer in data exchanging but also more effective for dynamic scheduling problems.
Keywords :
XML; digital signatures; dynamic scheduling; electronic data interchange; manufacturing systems; multi-agent systems; open systems; protocols; KQML; XML; communication burden; communication security; contract network protocol; data exchange; digital signature; dynamic scheduling system; interoperability; marked-based negotiation; multi-agent system; Communication system security; Digital signatures; Dynamic scheduling; Information security; Intelligent agent; Intelligent robots; Internet; Job shop scheduling; Manufacturing; Protocols; Contract Net Protocol; Digital Signature; Multi-Agent; Scheduling;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370815