Abstract
The multi-agent systems in Artificial Intelligence very often include task allocation problems. These problems are arduous to be modelled; therefore it is also difficult to end up with an optimal allocation plan. AgentAllocator is an easy to use, platform independent application, which implements a multi-criteria method to support the decision of Task Allocation. The decision maker is able to model the problem (according to his policy) through its inputs dialogs and employ the final solution proposed by the system. In this paper, both the theoretical background of AgentAllocator and the DSS itself are presented.
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References
Delias, P.: Design and Analysis of an Decision Support System Based on Agent Technology, Diploma Thesis, Technical University of Crete (2002)
Fujita, S., Lesser, V.: Centralized Task Distribution in the Presence of Uncertainty and Time Deadlines. ICMAS 1996 (1996)
Jacquet-Lagreze, E., Siskos, Y.: Assessing a set of additive utility functions for multicriteria decision making. European Journal of Operational Research 16(1), 48–56 (1982)
Kenny, R.L., Raifa, H.: Decision with multiple objectives: Preferences and value tradeoffs. J.Wiley, New York (1976)
Klein, G., Moskowitz, H., Maheesh, S., Ravindran, A.: Assessment of multi-attribute measurable value and utility functions via mathematical programming. Decision Sciences 16(3), 309–324 (1985)
Matsatsinis, N.F., Fostieri, M., Koutsouraki, E., Moraitis, P.: A Multi-Criteria Approach for Task Allocation in a Multi-Agent System. In: Proceedings of the ESIT 1999, Chania (1999)
Moraitis, P., Tsoukias, A.: Graph Representation of collective Attitudes for Teamwork in Dynamic Environment (1998)
Parsons, S., Jennings, N.R.: Argumentation and multi-agent decision making. In: Proc. AAAI Spring Sym. on Interactive and Mixed-Initiative Decision Making, Stanford, USA, 89–91 (1998)
Roy, B.: Methodologie multicritère d’ Aide à la Decision, Economica, Paris (1985)
Shehory, O., Kraus, S.: Task allocation via coalition formation among autonomous agents. In: Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI 1995) (1995)
Siskos, Y.: Comment Modéliser les Preferences au Moyen de Functions d’ Utilité Additives. RAIRO Recherche Opérationnelle 14, 53–82 (1980)
Smith, R.: The Contract Net Protocol: High Level Communication and Control in a Distributed Problem-solver. IEEE Transaction on Computers C-29(12), 1104–1113 (1980)
Tidhar, G., Rao, S., Sonneberg, E.: Guided Team Selection. In: ICMAS 1996 (1996)
Walsh, W., Wellman, M.: A Market Protocol for Decentralized Task Allocation. In: IEEE 1998 (1998)
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Matsatsinis, N.F., Delias, P. (2003). AgentAllocator: An Agent-Based Multi-criteria Decision Support System for Task Allocation. In: Mařík, V., McFarlane, D., Valckenaers, P. (eds) Holonic and Multi-Agent Systems for Manufacturing. HoloMAS 2003. Lecture Notes in Computer Science(), vol 2744. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45185-3_21
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DOI: https://doi.org/10.1007/978-3-540-45185-3_21
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40751-5
Online ISBN: 978-3-540-45185-3
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