An Agent-Based Framework for Supply Chain Cooperation

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The importance of cooperation in the supply chain has led scholars to suggest diverse approaches for problems in the collaboration process. Cooperation refers to the integration of different parts of an organization or different organizations in supply chain to accomplish a collective set of tasks and to achieve mutual benefits. The use of modern information technology (IT) decision support systems is fast becoming an indispensable tool for designing and managing complex supply chain systems today. This study describes a model of intelligent framework for cooperation in the supply chain environment. The aim of the paper is to demonstrate that agent technology can represent the supply chains by (a) reviewing intelligent agent applications for supply chain and (b) illustrating how a multi-agent system can provides a solution for supply chain cooperation. We review and synthesis existing applications in comparison to traditional and Internet-based technologies and critically evaluate agent technology applicability for supply chain management. This paper thus provides an intelligent framework for extended enterprise cooperation (i-SEEC) by adopting the techniques of the Semantic Web service and Multi-agents system. The proposed system can integrate different information technologies to make its behavior more intelligent and to catch more useful information from supply chain actors.

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185-194

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February 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] W. Shena, Q. Haoa, H. Yoona and D. Norrie. Applications of agent-based systems in intelligent manufacturing: An updated review. Advanced Engineering Informatics, 20(4) (2006) 415–431.

DOI: 10.1016/j.aei.2006.05.004

Google Scholar

[2] J. M. Swaminathan, S.F. Smith and N.M. Sadeh. Modeling Supply Chain Dynamics: A Multiagent Approach. Decision Sciences, Volume 29 Number 3, Summer (1998). pp.607-632.

DOI: 10.1111/j.1540-5915.1998.tb01356.x

Google Scholar

[3] W.E. Walsh and M.P. Wellman. Modeling supply chain formation in multiagent systems. In: Agent Mediated Electronic Commerce (IJCAI Workshop). (1999) 94–101.

DOI: 10.1007/10720026_5

Google Scholar

[4] Y. Chen, Y. Peng, T. Finin, Y. Labrou, S. Cost, B. Chu, J. Yao, R. Sun and B Wilhelm. A negotiation based multi agent system for supply chain. In: Working Notes of the Agents '99 Workshop on Agents for Electronic Commerce and Managing the Internet-Enabled Supply Chain, Seattle, WA. April (1999).

Google Scholar

[5] W. Shen, M. Ulieru, D. Norrie and R. Kremer. Implementing the internet enabled supply chain through a collaborative agent system. In: Proceedings of Agents '99 Workshop on Agent Based Decision-Support for Managing the Internet- Enabled Supply-Chain, Seattle, May (1999).

DOI: 10.1117/12.411771

Google Scholar

[6] N. Sadeh, D.W. Hildum, D. Kjenstad, and A. Tseng. MASCOT: an agent-based architecture for dynamic supply chain creation and coordination in the internet economy. Prod Plan Control, vol. 12(3), (1999) pp: 212–223.

DOI: 10.1080/095372801300107680

Google Scholar

[7] K. Kim, C. Boyd, J. Paulson, J. Charles and J. Petrie. Agent-based electronic markets for project supply chain. In: Proceedings of the Knowledge-based Electronic Markets, at the AAAI '00 Workshop, July 31, Austin, TX, USA. (2000).

Google Scholar

[8] S. D. Pathak, G. Nordstrom and S. Kurokawa. Modeling of supply chain: A multi-agent approach. In: Proceeding on IEEE SMC 2000, CD ROM Reference 00ch37166c, Nashville, TN, October 8, (2000).

DOI: 10.1109/icsmc.2000.886417

Google Scholar

[9] M. He and H-F. Leung. Agents in E-Commerce: State of the art. Knowledge and Information Systems 4 (3), (2002). 257–282.

Google Scholar

[10] J. Wu, M. Cobzaruo, M. Ulieru and D. H, Norrie. SC-Web- CS: Supply chain web-centric systems. In: Proceedings of the IASTED International Conference on Artificial, Banff, July 24–26, (2000). p.501–507.

Google Scholar

[11] J. Hendler. Agents and the semantic web. IEEE Intelligent Systems 16 (2), (2001) 30–37.

Google Scholar

[12] T. Berners-Lee. Axioms, architecture and aspirations. In: W3C All-working Group Plenary Meeting, February 28, (2001).

Google Scholar

[13] T. Kaihara. Multi-agent based supply chain modeling with dynamic environment. International Journal of Production Economics 85, (2003) 263–269.

DOI: 10.1016/s0925-5273(03)00114-2

Google Scholar

[14] R. Singh, A. F, Salam, L. Iyer. Agents in e-supply chains. Communications of the ACM 48 (6), (2005)108–115.

DOI: 10.1145/1064830.1064835

Google Scholar

[15] J. Reaidy, P. Massotte, D. Diep. Comparison of negotiation protocols in dynamic agent-based manufacturing systems. International Journal of Production Economics 99, (2006). 117–130.

DOI: 10.1016/j.ijpe.2004.12.011

Google Scholar

[16] B. Ezzeddine, B. Abdellatif and B. Mounir. An intelligent framework for the cooperation in the extended enterprise environment. The 4th IEEE International Conference on Logistics Logistiqua 2011, Hammamet, Tunisia May-juine (2011).

DOI: 10.1109/logistiqua.2011.5939319

Google Scholar

[17] S. Bussmann and J. Muller. A Negotiation Framework for Co- operating Agents. In M, D. S., editor, Proc. CKBS-SIG, pages 1–17, Dake Centre, University of Keele (1992).

Google Scholar

[18] R. Studer, V. R., Benjamins, D. Fensel. Knowledge engineering, principles and methods. Data and Knowledge Engineering 25 (1–2), (1998), 161–197.

DOI: 10.1016/s0169-023x(97)00056-6

Google Scholar

[19] V. Tamma, M. Wooldridge, and I. Dickinson. An ontology for automated negotiation. In Proceedings of the international workshop on ontologies in agent systems (OAS), Bologna, Italy, (2002).

Google Scholar

[20] C. Bartolini, C. Preist, and N. R. Jennings. A generic software framework for automated negotiation. In AAMAS'02, Bologna, Italy, (2002). ACM.

Google Scholar

[21] K. Amit, D. Nirmit, M. Ashok, W. Leena, Munindar and P. Singh. A Semantic Protocol-Based Approach for Developing Business Processes», In The Second International Conference on Service-Oriented Computing (ICSOC), New York City, USA, November (2004).

Google Scholar

[22] S. Toivonen and H. Helin. Representing interaction protocols in daml, In Ludger van Elst, Virginia Dignum, and Andreas Abecker, editors, Agent Mediated Knowledge Management, International Symposium, Vol. 2926, USA, (2003). Springer, p.310–321.

DOI: 10.1007/978-3-540-24612-1_22

Google Scholar

[23] V. Tamma, S. Phelps, I. Dickinson and M. Wooldridge. Ontologies for supporting negotiation in e-commerce. Engineering applications of artificial intelligence, Vol. 18, March (2005), pp.223-236.

DOI: 10.1016/j.engappai.2004.11.011

Google Scholar