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2014 | OriginalPaper | Buchkapitel

Multiagent Model for Supply Chain Management

verfasst von : Borja Ponte Blanco, Raúl Pino Díez, Isabel Fernández Quesada, Nazario García Fernández

Erschienen in: Managing Complexity

Verlag: Springer International Publishing

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Abstract

There are several circumstances which, in the last two decades, have granted the Supply Chain Management (SCM) a strategic role in the search for competitive advantage. Thus, this paper applies multiagent methodology to optimize the management. We represent the supply chain as a Global Multiagent System, composed of four Multiagent Subsystems, which replicate the behavior of the different levels of the supply chain. Thereby, each member has its own decision-making capacity and seeks to optimize the performance of the supply chain. We will tackle the problem from two complementary perspectives: reducing the Bullwhip Effect, which can be considered as one of the main sources of inefficiencies in the SCM, and minimizing management costs, both from a non collaborative approach, where each level seeks the best solution for himself, and from a collaborative approach, where each level negotiates with the rest looking for the best solution for the whole supply chain.

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Literatur
1.
2.
Zurück zum Zitat Box GEP, Jenkins GM (1976) Time series analysis: forecasting and control. Holden Day, San FranciscoMATH Box GEP, Jenkins GM (1976) Time series analysis: forecasting and control. Holden Day, San FranciscoMATH
3.
Zurück zum Zitat Disney SM, Farasyn I, Lambrecht M, Towill DR, Van de Velde W (2005) Taming the bullwhip effect whilst watching customer service in a single supply chain echelon. Eur J Oper Res 173(1):151–172CrossRefMathSciNet Disney SM, Farasyn I, Lambrecht M, Towill DR, Van de Velde W (2005) Taming the bullwhip effect whilst watching customer service in a single supply chain echelon. Eur J Oper Res 173(1):151–172CrossRefMathSciNet
4.
Zurück zum Zitat Forrester JW (1961) Industrial dynamics. MIT, Cambridge Forrester JW (1961) Industrial dynamics. MIT, Cambridge
6.
Zurück zum Zitat Lee HL, Padmanabhan V, Whang S (1997) The bullwhip effect in supply chains. Sloan Manage Rev 38(3):93–102 Lee HL, Padmanabhan V, Whang S (1997) The bullwhip effect in supply chains. Sloan Manage Rev 38(3):93–102
7.
Zurück zum Zitat Moyaux T, Chaib-Draa B, D’Amours S (2004) An agent simulation model for the Quebec forest supply chain. Lect Notes Artif Intell 3191:226–241 Moyaux T, Chaib-Draa B, D’Amours S (2004) An agent simulation model for the Quebec forest supply chain. Lect Notes Artif Intell 3191:226–241
8.
Zurück zum Zitat Saberi S, Nookabadi AS, Hejazi S (2012) Applying agent-based system and negotiation mechanism in improvement of inventory management and customer order fulfilment in multi echelon supply chain. Arab J Sci Eng 37(3):851–861CrossRef Saberi S, Nookabadi AS, Hejazi S (2012) Applying agent-based system and negotiation mechanism in improvement of inventory management and customer order fulfilment in multi echelon supply chain. Arab J Sci Eng 37(3):851–861CrossRef
9.
Zurück zum Zitat Shen W, Xue D, Norrie DH (1998) An agent-based manufacturing enterprise infrastructure for distributed integrated intelligent manufacturing systems. In: Proceedings of PAAM, vol 98, pp 533–548 Shen W, Xue D, Norrie DH (1998) An agent-based manufacturing enterprise infrastructure for distributed integrated intelligent manufacturing systems. In: Proceedings of PAAM, vol 98, pp 533–548
10.
Zurück zum Zitat Sterman JD (1989) Modelling managerial behaviour: misperceptions of feedback in a dynamic decision making experiment. Manage Sci 35(3):321–339CrossRef Sterman JD (1989) Modelling managerial behaviour: misperceptions of feedback in a dynamic decision making experiment. Manage Sci 35(3):321–339CrossRef
12.
Zurück zum Zitat Wu SN, Gan WH, Wei FM (2011) Analysis on the bullwhip effect based on ABMS. Procedia Eng 15:4276–4281CrossRef Wu SN, Gan WH, Wei FM (2011) Analysis on the bullwhip effect based on ABMS. Procedia Eng 15:4276–4281CrossRef
13.
Zurück zum Zitat Zarandi MH, Pourakbar M, Turksen IB (2008) A fuzzy agent-based model for reduction of bullwhip effect in supply chain systems. Expert Syst Appl 34(3):1680–1691CrossRef Zarandi MH, Pourakbar M, Turksen IB (2008) A fuzzy agent-based model for reduction of bullwhip effect in supply chain systems. Expert Syst Appl 34(3):1680–1691CrossRef
Metadaten
Titel
Multiagent Model for Supply Chain Management
verfasst von
Borja Ponte Blanco
Raúl Pino Díez
Isabel Fernández Quesada
Nazario García Fernández
Copyright-Jahr
2014
DOI
https://doi.org/10.1007/978-3-319-04705-8_27