Designing a multi-agent approach system for distributed course timetabling

Obit, Joe Henry and Landa-Silva, Dario and Ouelhadj, Djamila and Khan Vun, Teong and Alfred, Rayner (2011) Designing a multi-agent approach system for distributed course timetabling. In: Proceedings of the 2011 IEEE Hybrid Intelligent Systems Conference (IEEE-HIS 2011), 5-8 December 2011, Melacca, Malaysia.

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Abstract

This paper proposes tackling the difficult course timetabling problem using a multi-agent approach. The proposed design seeks to deal with the problem using a distributed solution environment in which a mediator agent coordinates various timetabling agents that cooperate to improve a common global solution. Initial timetables provided to the multi-agent system are generated using several hybrid heuristics that combine graph colouring heuristics and local search in different ways. The hybrid heuristics are capable of generating feasible timetables for all instances of the two sets of benchmark problems used here. We discuss how these initialisation hybrid heuristics can be incorporated into the proposed multi-agent approach in order to conduct distributed timetabling. This preliminary work serves as a solid basis towards the design of an effective multi-agent distributed timetabling system.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Published in 2011 IEEE International Conference on Hybrid Intelligent Systems (HIS) IEEE, 2011, ISBN: 9781457721519 pp. 103-108, doi: 10.1109/HIS.2011.6122088
Keywords: course timetabling, heuristics metaheuristics, intelligent multi-agents
Schools/Departments: University of Nottingham UK Campus > Faculty of Science > School of Computer Science
Depositing User: Landa-Silva, Dario
Date Deposited: 04 Apr 2016 08:25
Last Modified: 14 Sep 2016 16:40
URI: http://eprints.nottingham.ac.uk/id/eprint/32606

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