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Collaborative decision making in organic business environments

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2004

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Gesellschaft für Informatik e.V.

Zusammenfassung

This paper presents a multiagent architecture and algorithms for collaborative, self-organizing learning in distributed, heterogeneous and dynamic business systems, where the participating agents have local, incomplete knowledge about the whole business transaction. The agents are self-organized for integrating their individual learning based on the business context. This is illustrated by a supply chain scenario with proactive monitoring of logistics processes. Experiments run on a large real-world order data set indicate that our approach effectively improves the performance of decision making in distributed business systems.

Beschreibung

Guo, Yutao; Müller, Jörg P. (2004): Collaborative decision making in organic business environments. Informatik 2004, Informatik verbindet, Band 2, Beiträge der 34. Jahrestagung der Gesellschaft für Informatik e.V. (GI). Bonn: Gesellschaft für Informatik e.V.. PISSN: 1617-5468. ISBN: 3-88579-380-6. pp. 600-604. Regular Research Papers. Ulm. 20.-24. September 2004

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