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An Agent-Based Supplier Selection Framework: A Case-Based Reasoning Approach

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Part of the book series: Communications in Computer and Information Science ((CCIS,volume 194))

Abstract

In a competitive environment, those enterprises that always look forward and implement customer-winning supply chain competencies are more profitable than those that do not have such. Existing approaches have not considered customers’ needs in the supplier selection and negotiation processes. This paper aims to present a systematic agent-based framework for supplier selection based on the case-based reasoning approach to evaluate material offers, and negotiate with the suppliers and customers on the price, volume, quality grade, and delivery date of supply materials. The main objective of this research is to take the customers’ needs into consideration and provide them with alternative products which are closest to their first order if their first order was out of stock or they couldn’t get supply from the suppliers. Based on the proposed framework, a numerical example of the known case study is illustrated for highlighting the effectiveness of the approach.

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References

  1. Wang, M., Liu, J., Wang, H., Cheung, W.K., Xie, X.: On-Demand e-Supply Chain Integration: A Multi-Agent Constraint-Based Approach. Expert Systems with Applications 34, 2683–2692 (2008)

    Article  Google Scholar 

  2. Ross, D.F.: Introduction to e-Supply Chain Management: Engaging Technology to Build Market-Winning Business Partnerships. St. Lucie Press (2003)

    Google Scholar 

  3. Tan, K.C., Kannan, V.R., Handfield, R.B.: Supply Chain Management: Supplier Performance and Firm Performance. International Journal of Purchasing and Materials Management 34, 2–9 (1998)

    Google Scholar 

  4. Lee, H.L., Billington, C.: Managing Supply Chain Inventory: Pitfalls and Opportunities. Sloan Manage. Rev., 65–73 (1992)

    Google Scholar 

  5. Lee, E.-K., Ha, S., Kim, S.-K.: Supplier Selection and Management System Considering Relationships in Supply Chain Management. IEEE Transactions on Engineering Management 48, 307–318 (2001)

    Article  Google Scholar 

  6. Hartley, J.L., Choi, T.Y.: Supplier development: Customers as a Catalyst of Process Change. Business Horizons 39, 37–44 (1996)

    Article  Google Scholar 

  7. Ellram, L.M.: A Managerial Guideline for the Development and Implementation of Purchasing Partnerships. Journal of Supply Chain Management 31, 9–16 (1995)

    Google Scholar 

  8. Gjerdrum, J., Shah, N., Papageorgiou, L.G.: A Combined Optimization and Agent-Based Approach to Supply Chain Modelling and Performance Assessment. Production Planning & Control: The Management of Operations 12, 81–88 (2001)

    Article  Google Scholar 

  9. Blecker, T., Graf, G.: Multi Agent Systems in Internet Based Production Environments—An Enabling Infrastructure for Mass Customization. In: The Second Interdisciplinary World Congress on Mass Customization and Personalization (2003)

    Google Scholar 

  10. Lu, S.-Y.: CIRP working group on engineering as collaborative negotiation (2004), http://mspde.usc.edu/ecn

  11. Saad, A., Kawamura, K., Biswas, G.: Performance Evaluation of Contract Net-Based Heterarchical Scheduling for Flexible Manufacturing Systems. In: Proceedings of the 1995 International Joint Conference on Artificial Intelligence, Workshop on Intelligent Manufacturing, pp. 310–321 (1995)

    Google Scholar 

  12. Parunak, H.V.D., Baker, A.D., Clark, S.J.: The AARIA Agent Architecture: An Example of Requirements-Driven Agent-Based System Design. In: Proceedings of the First International Conference on Autonomous Agents (1997)

    Google Scholar 

  13. Barbuceanu, M., Fox, M.S.: Integrating Communicative Action, Conversations and Decision Theory to Coordinate Agents. In: Proceedings of the First International Conference on Autonomous Agents, pp. 49–58. ACM, Marina del Rey (1997)

    Chapter  Google Scholar 

  14. Maturana, F., Shen, W., Norrie, D.H.: MetaMorph: An Adaptive Agent-Based Architecture for Intelligent Manufacturing. International Journal of Production Research 37, 2159–2173 (1999)

    Article  MATH  Google Scholar 

  15. Min, J.U., Bjornsson, H.: Agent-based Supply Chain Management Automation. In: Proceedings of the Eighth International Conference on Computing in Civil and Building Engineering (ICCCBE-VIII), pp. 1001–1006 (2000)

    Google Scholar 

  16. Jiao, J., You, X., Kumar, A.: An Agent-Based Framework for Collaborative Negotiation in The Global Manufacturing Supply Chain Network. Robotics and Computer-Integrated Manufacturing 22, 239–255 (2006)

    Article  Google Scholar 

  17. Wentao, L.: An Agent-based Negotiation Model for the Sourcing Of the Condtruction Suppliers. PhD. The University of Hong Kong, Hong Kong (2008)

    Google Scholar 

  18. Lu, L., Wang, G.: A Study on Multi-Agent Supply Chain Framework Based on Network Economy. Computers & Industrial Engineering 54, 288–300 (2008)

    Article  Google Scholar 

  19. Kim, H.S., Cho, J.H.: Supply Chain Formation Using Agent Negotiation. Decision Support Systems 49, 77–90 (2010)

    Article  Google Scholar 

  20. Weber, C.A., Current, J.R., Benton, W.C.: Vendor Selection Criteria and Methods. European Journal of Operational Research 50, 2–18 (1991)

    Article  Google Scholar 

  21. Ghodsypour, S.H., O’Brien, C.: A Decision Support System for Supplier Selection Using An Integrated Analytic Hierarchy Process and Linear Programming. International Journal of Production Economics 56-57, 199–212 (1998)

    Google Scholar 

  22. Pan, A.C.: Allocation of Order Quantity Among Suppliers. Journal of Purchasing and Materials Management 25(3), 36–39 (1989)

    Google Scholar 

  23. Rosenthal, E.C., Zydiak, J.L., Chaudhry, S.S.: Vendor Selection with Bundling. Decision Sciences 26(1), 35–48 (1995)

    Article  Google Scholar 

  24. FIPA. The Foundation for Intelligent Physical Agents (2005), http://www.fipa.org

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© 2011 Springer-Verlag Berlin Heidelberg

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Jahani, A., Azmi Murad, M.A., Sulaiman, M.N., Selamat, H. (2011). An Agent-Based Supplier Selection Framework: A Case-Based Reasoning Approach. In: Ariwa, E., El-Qawasmeh, E. (eds) Digital Enterprise and Information Systems. DEIS 2011. Communications in Computer and Information Science, vol 194. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22603-8_24

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  • DOI: https://doi.org/10.1007/978-3-642-22603-8_24

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22602-1

  • Online ISBN: 978-3-642-22603-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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