Multi-agent Negotiation System for Class Scheduling

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The current class scheduling has difficulties in reflecting students preferences for the classes that they want to take and forecasting the demands of classes. Also, it is usually a repetitive and tedious work to allocate classes to limited time and resources. Although many research studies in task allocation and meeting scheduling intend to solve similar problems, they have limitations to be directly applied to the class-scheduling problem. In this paper, a class scheduling system using multi agents-based negotiation is suggested. This system consists of student agents, professor agents and negotiation agents. Each agent acts in accordance with its respective human users preference and performs the repetitive and tedious process instead of the user. The suggested system utilizes negotiation cost concept to derive coalition in the agent’s negotiation. The negotiation cost is derived from users bidding prices on classes, where each bidding price represents a users preference on a selected class. The experiments were performed to verify the negotiation model in the scheduling system. The result of the experiment showed that it could produce a feasible scheduling solution minimizing the negotiation cost and reflecting the users preferences. The performance of the experiments was evaluated by a class success ratio.
Publisher
The Korean Operations Research and Management Science Society
Issue Date
2002-06
Language
ENG
Citation

Proceedings of KORMS/KIIE, fall, pp.850 - 857

URI
http://hdl.handle.net/10203/4747
Appears in Collection
MT-Conference Papers(학술회의논문)
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