Web-Based Tools for System Dynamics Simulation

Open access

Abstract

A rapid development and omnipresence of the World-Wide-Web and its technologies have had remarkable impact on the field of computer simulation, understood as a numerical technique for conducting experiments with certain types of mathematical and logical models, describing the behavior of a system on a computer over extended periods of time. One of the computer simulation methods used to solve complex management problems is System Dynamics (SD). The aim of this paper is the review of SD Web-based tools in the context of some technology aspects of Web-based simulation and its advantages and disadvantages.

[1] Behdani, B., 2012. Evaluation of paradigms for modeling supply chains as complex sociotechnical systems. In: Proceedings of the 2012 Simulation Conference WSC, Huntington, pp.1-15.

[2] Bencomo, S.D., 2004. Control learning: present and future. Annual Reviews in Control, 28(1), pp.115-136.

[3] Borshchev, A., 2013. The big book of simulation modelling. North America: AnyLogic.

[4] Buss, A., Stork, K., 1996. Discrete event simulation and Worlds-Wide-Web using Java. In: J.M. Charnes, D. J. Morris, D.T Brunner, J.J. Swain eds., 1996. Proceedings of the 28th Conference on Winter Simulation, Coronado, pp.780-785.

[5] Byrne, J., Heavey, C., Byrne, P.J., 2010. A review of Web-based simulation and supporting tools. Simulation Modelling Practice and Theory, 18, pp.253-276.

[6] CENR, 2017. The birth of the web. Centre for European Nuclear Research, http://home.cern/topics/birth-web [Accessed 25 June 2017].

[7] Fishwick, P.A., 1996. Web-based simulation: some personal observations. In: J. M. Charnes, D.J. Morris, D.T Brunner, J.J. Swain eds., 1996. Proceedings of the 28th Conference on Winter Simulation, Coronado, pp.772-779.

[8] Forrester, J.W., 1961. Industrial Dynamics. New York: Wiley.

[9] Holzinger, A., Emberger, W., Wassertheurer, S., Neal, L., 2008. Design, Development and Evaluation of Online Interactive Simulation Software for Learning Human Genetics. Elektrotechnik & Informationstechnik, 125(5), pp.190-196.

[10] Kothari, S., Peck, T., Zeng, J., Oblea, F., Votaw, A., E, Dispoto, G., 2015. Simulation as a Cloud Service for Short-Run High Throughput Industrial Print Production Using a Service Broker Architecture. Simulation Modelling Practice and Theory, 58, pp.115-139.

[11] Krupa, K., 2008. Modelowanie symulacja i prognozowanie. Systemy ciągłe. Warszawa: Wyd. Naukowo-Techniczne.

[12] Kuljis, J., 1996. HCI and Simulation Packages. In: J. M. Charnes, D.J. Morris, D.T Brunner, J.J. Swain eds., 1996. Proceedings of the 28th Conference on Winter Simulation, Coronado, pp.687-694.

[13] Kuljis, J., Paul, R.J., 2001. An Appraisal of web- Based Simulation: Whither We Wander? Simulation Practice and Theory, 9(1-2), pp.37-54.

[14] Łatuszyńska, M., 2005. Modelling of Consequences of Transport Corridors Development. LIBERTAS Paper 62, November.

[15] Łatuszyńska, M., 2008. Symulacja komputerowa dynamiki systemów. Gorzów Wielkopolski: Wydawnictwo PWSZ.

[16] Liu, X., He, Q., Qiu, X., Chen, B., Huang, K., 2012. Cloud-based Computer Simulation: Towards Planting Existing Simulation Software into the Cloud. Simulation Modelling Practice and Theory, 26, pp.135-150.

[17] Maciąg, A., Pietroń, R., Kukla, S., 2013. Prognozowanie i symulacja w przedsiębiorstwie. Warszawa: PWE.

[18] Meadows, D.H., Wright, D., 2008. Thinking in Systems: A Primer. Chelsea: Chelsea Green Publishing Company.

[19] Miller, J.A., Fishwick, P.A., Taylor, S.J.E., Benjamin, P., Szymanski, B., 2001. Research and Commercial Opportunities in Web-Based Simula tion. Simulation Practice and Theory, 9(1-2), pp.55-72.

[20] Miller, J.A., Seila, A.F., Xiang, X., 2000. The JSIM Web-Based Simulation Environment. Future Generation Computer Systems, 17(2), pp.119-133.

[21] Morilla, F., Fernández, A., Dormido-Canto, S., 2001. Control Systems Analysis and Design Server. In: S. Dormoido, F. Morilla, eds., 2001. Internet Based Control Education 2001: A Proceedings Volume from the IFAC Workshop. Pergamon: Madrid, pp.151-156.

[22] Myers, D.S., 2004. An Extensible Component- Based Architecture for Web-Based Simulation Using Standards-Based Web Browsers. Blacksburg: Department of Computer Science, Virginia Polytechnic Institute and State University.

[23] Nair, R., Miller, J.A., 1996. A Java-Based Query Driven Simulation Environment. In: J. M. Charnes, D.J. Morris, D.T Brunner, J.J. Swain eds., 1996. Proceedings of the 28th Conference on Winter Simulation, Coronado, pp.786-793.

[24] Narayanan, S., Rao, N., Geist, J., Kiran, P., Ruff, H.A., Draper, M., 1999. UMAST: A Web-Based Architecture for Modeling Future Uninhabited Aerial Vehicles. Simulation, 73(1), pp.29-39.

[25] Naylor, T.H, Burdick, D.S, Sasser, W., 1967. Computer Simulation Experiments with Economic Systems: The Problem of Experimental Design. Journal of the American Statistical Association, 62(320), pp.1315-1337.

[26] Page, E.H., 1999. Beyond Speedup: PADS, the HLA and Web-Based Simulation. In: R. Fujimoto, S.J. Turner, eds., 1999. Proceedings of the Thirteenth Workshop on Parallel and Distributed Simulation, Atlanta, pp.2-9.

[27] Pidd, M., Carvalho, A., 2006. Simulation Software: Not the Same Yesterday, Today or Forever. Journal of Simulation. 1(1), pp.7-20.

[28] Reichenthal, S.W., 2002. Re-introducing Web- Based Simulation. In: E. Yücesan, C.-H. Chen, J.L. Snowdon, J.M. Charnes, eds., 2002. Proceedings f the 34th Conference on Winter Simulation: Exploring New Frontiers, San Diego, pp.847-852.

[29] SDS, 2017. Tools for System Dynamics. System Dynamics Society, http://tools.systemdynamics.org/ [Accessed 25 June 2017].

[30] Suh, W., 2005. Web Application Development Methodologies. In: J. Travers, ed., 2005. Web Engineering: Principles and Techniques. London: Idea Group Publishing, pp.76-93.

[31] Whitman, L., Huff, B., Palaniswamy, S., 1998. Commercial Simulation over the Web. In: D.J. Medeiros, E.F. Watson, J.S. Carson, M.S.Manivannan, eds., 1998. Proceedings of the 30th Conference on Winter Simulation. Washington, pp.335-340.

Foundations of Management

The Journal of Warsaw University of Technology

Journal Information


CiteScore 2017: 0.28

SCImago Journal Rank (SJR) 2017: 0.198
Source Normalized Impact per Paper (SNIP) 2017: 0.159

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