An integrated framework for agent based inventory-production-transportation modeling and distributed simulation of supply chains

Information Sciences

Volumn 277, Issue , 2014, Pages 567-581

  Long, Qingqi ^a   Zhang, Wenyu ^a  

^a ZHEJIANG UNIVERSITY OF FINANCE AND ECONOMICS   (China)

Author keywords

Agent; Integrated framework; Inventory production transportation model; Modeling and distributed simulation; Supply chain

Indexed keywords

ADAPTIVE SYSTEMS; AGENTS; COMPUTATIONAL METHODS; DISCRETE EVENT SIMULATION; MULTI AGENT SYSTEMS; REUSABILITY; STOCHASTIC SYSTEMS;

AGENT-BASED MODELING AND SIMULATION; AGENT-BASED SIMULATION MODELS; DISTRIBUTED ENVIRONMENTS; DISTRIBUTED PLATFORMS; DISTRIBUTED SIMULATIONS; INTEGRATED FRAMEWORKS; TRANSPORTATION MODEL; TWO-ECHELON SUPPLY CHAIN;

SUPPLY CHAINS;

EID: 84901773982     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2014.02.147     Document Type: Article

References (51)

1. A. Alfieri, and P. Brandimarte Object-oriented modeling and simulation of integrated production/distribution systems Comput. Integr. Manuf. Syst. 10 4 1997 261 266
2. M. Amini, T. Wakolbinger, M. Racer, and M.G. Nejad Alternative supply chain production-sales policies for new product diffusion: an agent-based modeling and simulation approach Eur. J. Oper. Res. 216 2 2012 301 311
3. F. Bellifemine, G. Caire, and D. Greenwood Developing Multi-agent Systems with JADE 2007 John Wiley & Sons Ltd.
4. G. Beydoun, and G. Low Generic modelling of security awareness in agent based systems Inform. Sci. 239 1 2013 62 71
5. I. Bojic, V. Podobnik, I. Ljubi, G. Jezic, and M. Kusek A self-optimizing mobile network: auto-tuning the network with firefly-synchronized agents Inform. Sci. 182 1 2012 77 92
6. A.G. Bruzzone, R. Mosca, R. Revetria, E. Bocca, and E. Briano Agent directed HLA simulation for complex supply chain modeling Simulation 81 9 2005 647 655
7. D.C. Chatfield, J.C. Hayya, and T.P. Harrison A multi-formalism architecture for agent-based, order-centric supply chain simulation Simulat. Model. Pract. Theory 15 2 2007 153 174
8. H.X. Chen, L. Amodeo, F. Chu, and K. Labadi Modeling and performance evaluation of supply chains using batch deterministic and stochastic Petri-nets IEEE Trans. Automat. Sci. Eng. 2 2 2005 132 144
9. M. Fasli, and Y. Kovalchuk Learning approaches for developing successful seller strategies in dynamic supply chain management Inform. Sci. 181 16 2011 3411 3426
10. J.W. Forrester Industrial Dynamics 1961 MIT Press
11. F.K. Frantz, A taxonomy of model abstraction techniques, in: Proceedings of Winter Simulation Conference, 1995.
12. J.Y. Huang, M.C. Tung, L. Hui, and M.C. Lee An approach for the unified time management mechanism for HLA Simulation 81 1 2005 45 56
13. G.Y. Jiang, B. Hu, and Y.T. Wang Agent-based simulation of competitive and collaborative mechanisms for mobile service chains Inform. Sci. 180 2 2010 225 240
14. O. Labarthe, B. Espinasse, A. Ferrarini, and B. Montreuil A methodological approach for agent based simulation of mass customizing supply chains J. Decis. Syst. 14 4 2005 397 425
15. O. Labarthe, B. Espinasse, A. Ferrarini, and B. Montreuil Toward a methodological framework for agent-based modelling and simulation of supply chains in a mass customization context Simulat. Model. Pract. Theory 15 2 2007 113 136
16. Y.H. Lee, M.K. Cho, S.J. Kim, and Y.B. Kim Supply chain simulation with discrete-continuous combined modeling Comput. Ind. Eng. 43 1-2 2002 375 392
17. M. Lees, B. Logan, and G. Theodoropoulos Distributed simulation of agent-based systems with HLA ACM Trans. Model. Comput. Simulat. 17 3 2007 1 25
18. J. Lin, G. Wang, Z.J. Hu, and Q.Q. Long A supply chain architecture based on ontology for distributed simulation and modeling Int. J. Digit. Content Technol. Appl. 6 5 2012 225 234
19. Q.Q. Long An agent-based distributed computational experiment framework for virtual supply chain network development Expert Syst. Appl. 41 9 2014 4094 4112
20. Q.Q. Long, J. Lin, and Z.X. Sun Modeling and distributed simulation of supply chain with a multi-agent platform Int. J. Adv. Manuf. Technol. 55 9-12 2011 1241 1252
21. J.U. Min, and H.C. Bjornsson Agent-based construction supply chain simulator (CS2) for measuring the value of real-time information sharing in construction J. Manage. Eng. 24 4 2008 245 254
22. M. Ozbayrak, T.C. Papadopoulou, and M. Akgun Systems dynamics modelling of a manufacturing supply chain system Simulat. Model. Pract. Theory 15 10 2007 1338 1355
23. S. Pathak, D. Dilts, and G. Biswas A multi-paradigm approach for simulating complex adaptive supply chain networks Proceedings of the 2003 Winter Simulation Conference 2003 Institute of Electrical and Electronics Engineers Piscataway, NJ 808 816
24. A.M. Reddy, and C. Rajendran A simulation study of dynamic order-up-to policies in a supply chain with non-stationary customer demand and information sharing Int. J. Adv. Manuf. Technol. 25 9-10 2005 1029 1045
25. M. Rossetti, and H. Chan A prototype object-oriented supply chain simulation framework Proceedings of the 2003 Winter Simulation Conference 2003 Institute of Electrical and Electronics Engineers Piscataway, NJ 1612 1620
26. T.J. Strader, F.R. Lin, and M.J. Shaw Simulation of order fulfillment in divergent assembly supply chains J. Artif. Soc. Soc. Simulat. 11 2 1998 197 230
27. A. Surana, S. Kumara, M. Greaves, and U.N. Raghavan Supply-chain networks: a complex adaptive systems perspective Int. J. Prod. Res. 43 20 2005 4235 4265
28. J.M. Swaminathan, S.F. Smith, and N.M. Sadeh Modeling supply chain dynamics: a multiagent approach Decis. Sci. 29 3 1998 607 632
29. J.H.M. Tah Towards an agent-based construction supply network modelling and simulation platform Automat. Constr. 14 3 2005 353 359
30. D.I. Tapia, J.A. Fraile, S. Rodríguez, R.S. Alonso, and J.M. Corchado Integrating hardware agents into an enhanced multi-agent architecture for ambient intelligence systems Inform. Sci. 222 10 2013 47 65
31. O. Uygun, E. Oztemel, and C. Kubat Scenario based distributed manufacturing simulation using HLA technologies Inform. Sci. 179 10 2009 1533 1541
32. G.E. Vieira, Ideas for modeling and simulation supply chain with arena, in: Proceedings of the 2004 Winter Simulation Conference, 2004, pp. 1418-1427.
33. D.X. Wu, D.D. Wu, Y.D. Zhang, and D.L. Olson Supply chain outsourcing risk using an integrated stochastic-fuzzy optimization approach Inform. Sci. 235 20 2013 242 258
34. J.P. Xu, Q. Liu, and R. Wang A class of multi-objective supply chain networks optimal model under random fuzzy environment and its application to the industry of Chinese liquor Inform. Sci. 178 8 2008 2022 2043
35. A.R. Yildiz Optimization of cutting parameters in multi-pass turning using artificial bee colony-based approach Inform. Sci. 220 2013 399 407
36. A.R. Yildiz A novel particle swarm optimization approach for product design and manufacturing Int. J. Adv. Manuf. Technol. 40 5-6 2009 617 628
37. A.R. Yildiz A comparative study of population-based optimization algorithms for turning operations Inform. Sci. 210 2012 81 88
38. A.R. Yildiz, and K. Saitou Topology synthesis of multicomponent structural assemblies in continuum domains ASME J. Mech. Des. 133 1 2011
39. A.R. Yildiz Comparison of evolutionary-based optimization algorithms for structural design optimization Eng. Appl. Artif. Intell. 26 1 2013 327 333
40. A.R. Yildiz Cuckoo search algorithm for the selection of optimal machining parameters in milling operations Int. J. Adv. Manuf. Technol. 64 1-4 2013 55 61
41. A.R. Yildiz, A new hybrid artificial bee colony algorithm for robust optimal design and manufacturing, Appl. Soft Comput. 2012 (in press). < http://www.dx.doi.org/10.1016/j.bbr.2011.03.031 >.
42. A.R. Yildiz Hybrid Taguchi-differential evolution algorithm for optimization of multi-pass turning operations Appl. Soft Comput. 13 3 2013 1433 1439
43. A.R. Yildiz A new hybrid differential evolution algorithm for the selection of optimal machining parameters in milling operations Appl. Soft Comput. 13 3 2013 1561 1566
44. A.R. Yildiz A novel hybrid immune algorithm for global optimization in design and manufacturing Robot. Comput.-Integr. Manuf. 25 2 2009 261 270
45. A.R. Yildiz An effective hybrid immune-hill climbing optimization approach for solving design and manufacturing optimization problems in industry J. Mater. Process. Technol. 50 4 2009 224 228
46. A.R. Yildiz A new hybrid particle swarm optimization approach for structural design optimization in the automotive industry J. Automob. Eng. 226 10 2012 1340 1351
47. T. Yoo, H. Cho, and E. Yucesan Hybrid algorithm for discrete event simulation based supply chain optimization Expert Syst. Appl. 37 3 2010 2354 2361
48. A. Zengin Modeling discrete event scalable network systems Inform. Sci. 181 5 2011 1028 1043
49. A. Zengin, H. Sarjoughian, and H. Ekiz Discrete event modeling of swarm intelligence based routing in network systems Inform. Sci. 222 10 2013 81 98
50. Y.A. Zhang, Y. Wang, and L. Wu Research on demand-driven leagile supply chain operation model: a simulation based on AnyLogic in system engineering Syst. Eng. Proc. 3 2012 249 258
51. C. Zhang, and C.H. Zhang Design and simulation of demand information sharing in a supply chain Simulat. Model. Pract. Theory 15 1 2007 32 46