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Mixing other methods with simulation is no big deal

Published: 09 December 2012 Publication History

Abstract

It is clear that methods are mixed in practice. Problems don't come labelled as simulation, optimisation, forecasting, or with some other methodological name. In practice, there's a job to be done and the analyst must find a way to do it. For over 20 years, optimisation within discrete simulations has been a fertile field of research. Employing time series methods to analyse simulation output and to model input data is routine. Thus, in one sense, we should not be too exercised by the very idea that methods are usefully mixed in research either. Climbing to a higher level, it is likely to be rare that major decisions are made solely on the basis of a few simulation runs. A model is likely to be one element of a decision making process that leads people to see that a particular course of action is either desirable, or less undesirable than alternatives.

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Ackoff R. L. and Sasieni M. W. (1968) Fundamentals of operations research. John Wiley & Sons, New York.
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Brailsford S. C., Desai S. M. and Viana J. (2010) Towards the holy grail: combining system dynamics and discrete-event simulation in healthcare. Proceedings of the 2010 Winter Simulation Conference, 5--8 December, Baltimore, MD.
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Chick S. (2012) Private email correspondence.
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Fu M. (2002) Optimization for simulation: theory versus practice. INFORMS Jnl on Computing, 14, 3, 192--215.
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Kotiadis K. And Mingers J. (2006) Combining PSMs with hard OR methods: the philosophical and practical challenges. Jnl Opl Res Soc, 57, 856--867.
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Pidd M. (2004) Computer simulation in management science. (Fifth edition). John Wiley & Sons Ltd, Chichester. 311+xvi
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Pidd M. (2007) Making sure you tackle the right problem: linking hard and soft methods in simulation practice. Proceedings of the 2007 Winter Simulation Conference, 9--12 December, Washington DC.
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Pidd M. (2009) Tools for thinking: modelling in management science (3rd Edition) John Wiley & Sons, Chichester, UK.

Cited By

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  • (2017)Integrating simulation-based optimization, lean, and the concepts of industry 4.0Proceedings of the 2017 Winter Simulation Conference10.5555/3242181.3242515(1-12)Online publication date: 3-Dec-2017
  • (2014)A study of the impact of scheduling parameters in heterogeneous computing environmentsProceedings of the 2014 Winter Simulation Conference10.5555/2693848.2693971(933-942)Online publication date: 7-Dec-2014

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cover image ACM Conferences
WSC '12: Proceedings of the Winter Simulation Conference
December 2012
4271 pages

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Winter Simulation Conference

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Published: 09 December 2012

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WSC '12
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WSC '12: Winter Simulation Conference
December 9 - 12, 2012
Berlin, Germany

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WSC '12 Paper Acceptance Rate 189 of 384 submissions, 49%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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Cited By

View all
  • (2017)Integrating simulation-based optimization, lean, and the concepts of industry 4.0Proceedings of the 2017 Winter Simulation Conference10.5555/3242181.3242515(1-12)Online publication date: 3-Dec-2017
  • (2014)A study of the impact of scheduling parameters in heterogeneous computing environmentsProceedings of the 2014 Winter Simulation Conference10.5555/2693848.2693971(933-942)Online publication date: 7-Dec-2014

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