PRACTICAL METHODS OF INTEGRATION OF SYSTEM DYNAMICS AND AGENT-BASED MODELING

Alona Zharova

Abstract


The article in connected with the identification of practical methods of integration of System Dynamics and Agent-Based Modeling as a platform for creation of an Agent-Dynamic model. The analysis of combined models in different areas is made and methods of combining approaches are explored

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References


Schieritz N., Milling P. Modeling the Forest or Modeling the Trees – A Comparison of System Dynamics and Agent-Based Simulation. The 21st International Conference of the System Dynamics Society. New York, USA. – 2003.

Popkov T. V. Mnogopodkhodnoe modelirovanie: praktika ispol'zovaniya. 4-ya Vserossiiskaya nauchno-prakticheskaya konferentsiya po imitatsionnomu modelirovaniyu IMMOD 2009.[ Multi-modeling of approach: the practice of using. 4th All-Russian Scientific and Practical Conference on simulation IMMOD 2009] Sankt-Peterburg. 21-23 oktyabrya 2009.

Scholl, H.J. Agent Based and System Dynamics Modeling: A Call for Cross Study and Joint Research. In Proceedings of the 34th Annual Hawaii International Conference on System Sciences. Washington. – 2001.

Nadine Schieritz and Andreas Gr??ler. Emergent structures in supply chains: a study integrating agent-based and system dynamics modeling. In Proceedings of the XXI International Conference of the System Dynamics society. – 2003.

Wakeland W. W., Gallaher E. J., Macovsky L. M., Aktipis C. A. A comparison of system dynamics and agent-based simulation applied to the study of cellular receptor dynamics. In Proceedings of Hawaii International Conference on System Sciences. – 2004.

Figueredo G. P., Aickelin U.. Comparing System Dynamics and Agent-Based Simulation for Tumour Growth and its Interactions with Effector Cells. – 2011.

Kieckh?fer K., Axmann J., Spengler T., Walther G. Integrating Agent-Based Simulation and System Dynamics to support product strategy decisions in the automotive industry. In Proceedings of the 2009 Winter Simulation Conference. – 2009.

Hines J., House J. The source of poor policy: controlling learning drift and premature consensus in human organizations. System Dynamics Review. – Vol. 17. – 2001. – P. 3–32.

Lorenz T. M., Bassi A. M. Comprehensibility as a discrimination criterion for Agent-Based Modelling and System Dynamics: An empirical approach. – 2005.

Borshchev, A., Filippov, A. From system dynamics and discrete event to pratical agent based modeling: reasons, techniques, tools. In Proceedings of the 22nd International Conference of the System Dynamics. Oxford. – 2004.

Barreiros R. F., Protil R. M. Proposal of a Strategic Management Simulation Model for Agro-Industrial Cooperatives. – 2010.

Kalashnikov A.S. Agentnyi podkhod k otsenke ustoichivosti kommercheskogo banka: struktura kredituyushchego agenta. Materialy 12-i Mezhdunarodnoi nauchno-tekhnicheskoi konferentsii SAIT 2010 "Sistemnyi analiz i informatsionnye tekhnologii", Kiev, 25-29 maya 2010 g. [Agent-based approach to assessing the sustainability of a commercial bank: the structure of the loan agent. Proceedings of the 12th International Scientific and Technical Conference 2010 SAIT "System Analysis and Information Technologies", Kiev, 25-29 May 2010] - K.: UNK "IPSA" NTUU "KPI". – 2010. – 544 p. P 95

Taukchian E.S. Trekhagentnaya model' "gosudarstvo-chinovnik-sobstvennik". Materialy 12-i Mezhdunarodnoi nauchno-tekhnicheskoi konferentsii SAIT 2010 "Sistemnyi analiz i informatsionnye tekhnologii", Kiev, 25-29 maya 2010 g. [Three agent model "State official, the owner." Proceedings of the 12th International Scientific and Technical Conference 2010 SAIT "System Analysis and Information Technologies", Kiev, 25-29 May 2010] - K.: UNK "IPSA" NTUU "KPI". – 2010. – 544 p. P. 323.

Duggan J. Modelling Agent-Based Systems Using System Dynamics. Workshop presented at the 25th International Conference of the Systems Dynamics Society. – Boston. – July 2007.

Akkermans H. Emergent Supply Networks: System Dynamics Simulation of Adaptive Supply Agents. In Proceedings of the 34th Annual Hawaii International Conference on System Sciences. – Washington. – 2001.




DOI: http://dx.doi.org/10.18007/gisap:ejm.v0i1.503

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