Agent-Based Modeling and Simulation on Multi-Stage Supply Chain Operation


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Supply chain simulation is a fundamental approach for supply chain prediction, management, evaluation, and improvement. In order to simulate member behavior, organizational strategy, and management strategy of the supply chain, an agent-based modeling and simulation approach on multi-stage supply chain operation was proposed in this paper. First, the model structure of multi-stage supply chain operation was introduced. Then, the individual agent behavior model was emphatically studied, and hierarchical colored Petri-nets were used to describe the agent behavior process and cooperative behavior process. Finally, the model was validated using a series of simulation which focused on the agent inventory strategy.



Advanced Materials Research (Volumes 291-294)

Edited by:

Yungang Li, Pengcheng Wang, Liqun Ai, Xiaoming Sang and Jinglong Bu




C. C. Zhao et al., "Agent-Based Modeling and Simulation on Multi-Stage Supply Chain Operation", Advanced Materials Research, Vols. 291-294, pp. 3216-3220, 2011

Online since:

July 2011




[1] S. Minegishi and D. Thiel: Simulat. Pract. Theor. Vol. 8 (2000) pp.321-339.

[2] S.M. Disney and D.R. Towill: Int. J. Prod. Econ. Vol. 85 (2003) pp.199-215.

[3] E.P. Musalem and R. Dekker: Int. J. Prod. Econ. Vol. 93-94 (2005) pp.179-188.

[4] R. Liu, A. Kuman, and W. van der Aalst: Decis. Support Syst. Vol. 43 (2007) pp.761-778.

[5] G. Tuncer, G. Alpan: Comput. Ind. Vol. 61 (2010) pp.250-259.

[6] O.M. Akanle, D.Z. Zhang: Int. J. Prod. Econ. Vol. 115 (2008) pp.444-460.

[7] O. Labarthe, B. Espinasse, A. Ferrarini and B. Montreuil: Simulat. Model. Pract. Theor. Vol. 15 (2007) pp.113-136.

[8] B. Behdani, Z. Lukszo, A. Adhitya and R. Srinivasan: Comput. Aided Chem. Eng. Vol. 26 (2009) pp.979-985.

[9] N. Julka, I. Karimi and R. Srinicasan: Comput. Aided Chem. Eng., Vol. 10 (2002) pp.895-900.

[10] A. Brintrup: Comput. Ind. Vol. 61 (2010) pp.636-645.

[11] J.J. Jiang and J. Lin: J. Syst. Simula. / Xi Tong Fang Zhen Xue Bao(in Chinese) Vol. 16 (2004) pp.2847-2950.