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2021 | OriginalPaper | Chapter

Automated Negotiation for Supply Chain Finance

Authors : Alexandra Fiedler, Dirk Sackmann

Published in: Computational Logistics

Publisher: Springer International Publishing

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Abstract

The growing importance of supply chain finance and the possibility of digital descriptions for goods and services increase the urgency of providing sophisticated solutions for automating negotiations in this area. Multi-agent systems technology plays an essential role in this regard. This paper highlights the specifics of automated negotiations and describes financial supply chain actors as agents. It also describes the complexity of possible supply chain finance solutions. A scenario for automated decision making for the best financing option is explained and the negotiation flow of a multi-agent system implemented in Java Agent Development Framework is demonstrated.
The negotiations, in the form of an auction, are aimed at minimizing the capital costs of the supply chain. Here, it is important to weigh up whether internal financing via an investor within the supply chain or external financing via the capital market is more advantageous. The different roles of the supply chain finance agents capital demander, investor and capital market are described in detail. The use of so-called HelperAgents for the negotiating participants capital demander and investor as negotiating agents within a supply chain finance negotiation protocol is also explained.

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Literature
1.
go back to reference Bellifemine, F.L., Caire, G., Greenwood, D.: Developing Multi-Agent Systems with JADE. John Wiley and Sons, Hoboken (2007) Bellifemine, F.L., Caire, G., Greenwood, D.: Developing Multi-Agent Systems with JADE. John Wiley and Sons, Hoboken (2007)
3.
go back to reference Bichler, M., Kersten, G., Strecker, S.: Towards a structured design of electronic negotiations. Group Decis. Negot. 12(4), 311–335 (2003)CrossRef Bichler, M., Kersten, G., Strecker, S.: Towards a structured design of electronic negotiations. Group Decis. Negot. 12(4), 311–335 (2003)CrossRef
4.
go back to reference Bichler, M., Pikovsky, A., Setzer, T.: Kombinatorische Auktionen in der betrieblichen Beschaffung. Wirtschaftsinformatik 47(2), 126–134 (2005)CrossRef Bichler, M., Pikovsky, A., Setzer, T.: Kombinatorische Auktionen in der betrieblichen Beschaffung. Wirtschaftsinformatik 47(2), 126–134 (2005)CrossRef
5.
go back to reference Choi, S.P.M., Liu, J., Chan, S.P.: A genetic agent-based negotiation system. Comput. Netw. 37(2), 195–204 (2001)CrossRef Choi, S.P.M., Liu, J., Chan, S.P.: A genetic agent-based negotiation system. Comput. Netw. 37(2), 195–204 (2001)CrossRef
6.
go back to reference Collins, J., Tsvetovat, M., Mobasher, B., Gini, M.: MAGNET: a multi-agent contracting system for plan execution. In: Proceedings of the Artificial Intelligence and Manufacturing Workshop: State of the Art and State of Practice, pp. 63–68 (1998) Collins, J., Tsvetovat, M., Mobasher, B., Gini, M.: MAGNET: a multi-agent contracting system for plan execution. In: Proceedings of the Artificial Intelligence and Manufacturing Workshop: State of the Art and State of Practice, pp. 63–68 (1998)
7.
go back to reference Ferber, J.: Multiagentensysteme: eine Einführung in die verteilte künstliche Intelligenz. Addison-Wesley, Boston (2001) Ferber, J.: Multiagentensysteme: eine Einführung in die verteilte künstliche Intelligenz. Addison-Wesley, Boston (2001)
8.
go back to reference FIPA: FIPA iterated contract net interaction protocol specification (2000) FIPA: FIPA iterated contract net interaction protocol specification (2000)
10.
go back to reference Gerding, E.H., van Bragt, D.D.B., La Poutré, J.A.: Scientific Approaches and Techniques for Negotiation A Game Theoretic and Artificial Intelligence Perspective. Centrum voor Wiskunde en Informatica (2000) Gerding, E.H., van Bragt, D.D.B., La Poutré, J.A.: Scientific Approaches and Techniques for Negotiation A Game Theoretic and Artificial Intelligence Perspective. Centrum voor Wiskunde en Informatica (2000)
13.
go back to reference Jennings, N.R., Faratin, P., Lomuscio, A.R., Parsons, S., Sierra, C., Wooldridge, M.: Automated negotiation: prospects, methods and challenges. Int. J. Group Dec. Negotiation 10(2), 199–215 (2001)CrossRef Jennings, N.R., Faratin, P., Lomuscio, A.R., Parsons, S., Sierra, C., Wooldridge, M.: Automated negotiation: prospects, methods and challenges. Int. J. Group Dec. Negotiation 10(2), 199–215 (2001)CrossRef
15.
go back to reference Kehagias, D.D., Symeonidis, A.L., Mitkas, P.A.: Designing pricing mechanisms for autonomous agents based on bid-forecasting. Electron. Mark. 15(1), 53–62 (2005)CrossRef Kehagias, D.D., Symeonidis, A.L., Mitkas, P.A.: Designing pricing mechanisms for autonomous agents based on bid-forecasting. Electron. Mark. 15(1), 53–62 (2005)CrossRef
16.
go back to reference Klügl, F.: Multiagentensysteme. In: Görz, G., Schneeberger, J. (eds.) Handbuch der künstlichen Intelligenz, pp. 527–556. Walter de Gruyter (2012) Klügl, F.: Multiagentensysteme. In: Görz, G., Schneeberger, J. (eds.) Handbuch der künstlichen Intelligenz, pp. 527–556. Walter de Gruyter (2012)
17.
go back to reference Li, C., Giampapa, J., Sycara-Cyranski, K.: A review of research literature on bilateral negotiations. Technical report (2003) Li, C., Giampapa, J., Sycara-Cyranski, K.: A review of research literature on bilateral negotiations. Technical report (2003)
22.
go back to reference Rebstock, M.: Elektronische Unterstützung und Automatisierung von Verhandlungen. Wirtschaftsinformatik 43(6), 609–619 (2001)CrossRef Rebstock, M.: Elektronische Unterstützung und Automatisierung von Verhandlungen. Wirtschaftsinformatik 43(6), 609–619 (2001)CrossRef
25.
go back to reference Teuteberg, F.: Experimental evaluation of a model for multilateral negotiation with fuzzy preferences on an agent-based marketplace. Electron. Mark. 13(1), 21–32 (2003)CrossRef Teuteberg, F.: Experimental evaluation of a model for multilateral negotiation with fuzzy preferences on an agent-based marketplace. Electron. Mark. 13(1), 21–32 (2003)CrossRef
26.
go back to reference Veit, D.J.: Matchmaking in Electronic Markets: An Agent-Based Approach towards Matchmaking in Electronic Negotiations, Lecture notes in computer science, vol. 2882. Springer, Berlin and Heidelberg (2003). https://doi.org/10.1007/b94069 Veit, D.J.: Matchmaking in Electronic Markets: An Agent-Based Approach towards Matchmaking in Electronic Negotiations, Lecture notes in computer science, vol. 2882. Springer, Berlin and Heidelberg (2003). https://​doi.​org/​10.​1007/​b94069
27.
go back to reference Wooldridge, M., Bussmann, S., Klosterberg, M.: Production sequencing as negotiation. In: Proceedings of the First International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology (PAAM-96), pp. 709–726 (1996) Wooldridge, M., Bussmann, S., Klosterberg, M.: Production sequencing as negotiation. In: Proceedings of the First International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology (PAAM-96), pp. 709–726 (1996)
Metadata
Title
Automated Negotiation for Supply Chain Finance
Authors
Alexandra Fiedler
Dirk Sackmann
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-87672-2_9

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