Abstract
This paper explores issues of engineering agents that partially automate some of the activities of timetable scheduling. In particular, it focuses on the incorporation of a more intuitive fuzzy set-based preference model and multiobjective decision-making techniques. The goal of this research is to design an effective preference capturing model and a schedule optimization methodology, to devise fuzzy constraint satisfaction agents (FCSAS) assisting in the automatic scheduling system, and to engineer an agent-based testbed. Experimental results show FCSAS are able to search for and suggest optimum timeslot with a high degree of users’ satisfaction.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Sen S. and Durfee E. H., A formal study of distributed meeting scheduling. Group Decision and Negotiation Support System, 1998. To appear.
Garrido L. and Sycara K.: Multi-Agent Meeting Scheduling: Preliminary Experiment Results, Proceedings of Second International Conference on Multi-Agent Systems(ICMAS-96), AAAI Press, pp. 95–102, 1996.
Zadeh L. A., Fuzzy Sets, Information and Control, 1965, pp 338–253.
Fodor, J. and Roubens M., Fuzzy Preference Modelling and Multicriteria Decision Support, Kluwer Academic Pub, pp.107–109, 1994.
Dasgupta P., Multi-objective heuristic search: an introduction to intelligent search methods for multicriteria optimization, Vieweg, 1999.
Slany W., Scheduling as a Fuzzy Multiple Criteria Optimization Problem, Fuzzy Sets and Systems, pp. 197–222, March 1996.
Slowinski R., and Hapke M., Scheduling Under Fuzziness, 2000, Physica-Verlag.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2001 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Chau, C.K., Sim, K.M. (2001). Engineering Fuzzy Constraint Satisfaction Agents for Multi-user Timetable Scheduling. In: Liu, J., Yuen, P.C., Li, Ch., Ng, J., Ishida, T. (eds) Active Media Technology. AMT 2001. Lecture Notes in Computer Science, vol 2252. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45336-9_29
Download citation
DOI: https://doi.org/10.1007/3-540-45336-9_29
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-43035-3
Online ISBN: 978-3-540-45336-9
eBook Packages: Springer Book Archive