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Journal of the Operational Research Society Volume 40, 1989 - Issue 2
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General Paper

Arguments for Constructively Simple Models

S. C. WardDepartment of Accounting and Management ScienceUniversity of Southampton
Pages 141-153 | Published online: 20 Dec 2017

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Stewart Robinson. (2023) Exploring the relationship between simulation model accuracy and complexity. Journal of the Operational Research Society 74:9, pages 1992-2011.
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Eun-Mi Hong, Yakov A. Pachepsky, Gene Whelan & Thomas Nicholson. (2017) Simpler models in environmental studies and predictions. Critical Reviews in Environmental Science and Technology 47:18, pages 1669-1712.
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Roger J Brooks & Wang Wang. (2015) Conceptual modelling and the project process in real simulation projects: a survey of simulation modellers. Journal of the Operational Research Society 66:10, pages 1669-1685.
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E Yavari & T Roeder. (2012) Model enrichment: concept, measurement, and application. Journal of Simulation 6:2, pages 125-140.
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Philippe Thomas, André Thomas & Marie-Christine Suhner. (2011) A neural network for the reduction of a product-driven system emulation model. Production Planning & Control 22:8, pages 767-781.
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S Robinson. (2008) Conceptual modelling for simulation Part II: a framework for conceptual modelling. Journal of the Operational Research Society 59:3, pages 291-304.
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S Robinson. (2008) Conceptual modelling for simulation Part I: definition and requirements. Journal of the Operational Research Society 59:3, pages 278-290.
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W Wang & R J Brooks. (2007) Improving the understanding of conceptual modelling. Journal of Simulation 1:3, pages 153-158.
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S Robinson. (2005) Discrete-event simulation: from the pioneers to the present, what next?. Journal of the Operational Research Society 56:6, pages 619-629.
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Brian J. Van lienden & Jay R. Lund. (2004) Spatial complexity and reservoir optimization results . Civil Engineering and Environmental Systems 21:1, pages 1-17.
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C Chapman & S Ward. (2003) Constructively simple estimating: a project management example. Journal of the Operational Research Society 54:10, pages 1050-1058.
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S. T. Enns. (1999) A simple spreadsheet approach to understanding work flow in production facilities. Total Quality Management 10:1, pages 107-119.
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Stuart Clarke & Andrew Tobias. (1996) Exploring corporate performance. OR Insight 9:4, pages 11-17.
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Stephen Ward. (1992) OR and managed change. OR Insight 5:3, pages 2-3.
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Stephen Ward. (1991) OR and fast decision-making. OR Insight 4:3, pages 1-2.
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Durk-Jouke van der Zee. (2019) Model simplification in manufacturing simulation – Review and framework. Computers & Industrial Engineering 127, pages 1056-1067.
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Durk-Jouke van der Zee. (2017) Approaches for simulation model simplification. Approaches for simulation model simplification.
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Kyung-Min Seo, Wooyoung Hong & Tag Gon Kim. (2017) Enhancing model composability and reusability for entity-level combat simulation: A conceptual modeling approach. SIMULATION 93:10, pages 825-840.
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Marko A. Hofmann. (2015) Limits of empirical validation: A review of arguments with respect to social simulation. Limits of empirical validation: A review of arguments with respect to social simulation.
Stewart Robinson. (2015) A tutorial on conceptual modeling for simulation. A tutorial on conceptual modeling for simulation.
Philippe Thomas, Marie-Christine Suhner & Andre Thomas. (2015) Reduced simulation model for flow analysis in a sawmill internal supply chain. Reduced simulation model for flow analysis in a sawmill internal supply chain.
Michael J. Mortenson, Neil F. Doherty & Stewart Robinson. (2015) Operational research from Taylorism to Terabytes: A research agenda for the analytics age. European Journal of Operational Research 241:3, pages 583-595.
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Thomas Monks, Stewart Robinson & Kathy Kotiadis. (2014) Learning from discrete-event simulation: Exploring the high involvement hypothesis. European Journal of Operational Research 235:1, pages 195-205.
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Stewart Robinson, Claire Worthington, Nicola Burgess & Zoe J. Radnor. (2014) Facilitated modelling with discrete-event simulation: Reality or myth?. European Journal of Operational Research 234:1, pages 231-240.
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Philippe Thomas, Marie-Christine Suhner & André Thomas. 2014. Advances in Production Management Systems. Innovative and Knowledge-Based Production Management in a Global-Local World. Advances in Production Management Systems. Innovative and Knowledge-Based Production Management in a Global-Local World 530 537 .
Stewart RobinsonStewart Robinson. 2014. Simulation. Simulation 77 95 .
Stewart Robinson. (2013) Conceptual modeling for simulation. Conceptual modeling for simulation.
Philippe Thomas, Marie-Christine Suhner & André Thomas. (2013) Variance Sensitivity Analysis of Parameters for Pruning of a Multilayer Perceptron: Application to a Sawmill Supply Chain Simulation Model. Advances in Artificial Neural Systems 2013, pages 1-17.
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Stewart Robinson. (2012) Tutorial: Choosing what to model — Conceptual modeling for simulation. Tutorial: Choosing what to model — Conceptual modeling for simulation.
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Javier Soto ÁlvarezJavier Soto Álvarez. 2012. Evaluación económica de medicamentos y tecnologías sanitarias:. Evaluación económica de medicamentos y tecnologías sanitarias: 171 216 .
Stewart Robinson. (2011) Choosing the right model: Conceptual modeling for simulation. Choosing the right model: Conceptual modeling for simulation.
P. Thomas & A. Thomas. (2011) Multilayer perceptron for simulation models reduction: Application to a sawmill workshop. Engineering Applications of Artificial Intelligence 24:4, pages 646-657.
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James J. Cochran, Louis A. CoxJr.Jr., Pinar Keskinocak, Jeffrey P. Kharoufeh & J. Cole SmithStewart Robinson. 2011. Wiley Encyclopedia of Operations Research and Management Science. Wiley Encyclopedia of Operations Research and Management Science.
A.J. Romera, P. Beukes, C. Clark, D. Clark, H. Levy & A. Tait. (2010) Use of a pasture growth model to estimate herbage mass at a paddock scale and assist management on dairy farms. Computers and Electronics in Agriculture 74:1, pages 66-72.
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Stewart Robinson. 2010. Conceptual Modeling for Discrete-Event Simulation. Conceptual Modeling for Discrete-Event Simulation 73 101 .
Wang Wang. 2010. Conceptual Modeling for Discrete-Event Simulation. Conceptual Modeling for Discrete-Event Simulation 57 70 .
Stewart Robinson. 2010. Conceptual Modeling for Discrete-Event Simulation. Conceptual Modeling for Discrete-Event Simulation 3 30 .
Philippe Thomas & André Thomas. (2009) How deals with discrete data for the reduction of simulation models using neural network. IFAC Proceedings Volumes 42:4, pages 1172-1177.
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Kathy Kotiadis & Stewart Robinson. (2008) Conceptual modelling: Knowledge acquisition and model abstraction. Conceptual modelling: Knowledge acquisition and model abstraction.
Rasmus Astrup, K. David Coates & Erin Hall. (2008) Finding the appropriate level of complexity for a simulation model: An example with a forest growth model. Forest Ecology and Management 256:10, pages 1659-1665.
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Philippe Thomas, Denise Choffel & André Thomas. (2008) Simulation Reduction Models Approach Using Neural Network. Simulation Reduction Models Approach Using Neural Network.
Wang Wang & Roger J. Brooks. (2007) Empirical investigations of conceptual modeling and the modeling process. Empirical investigations of conceptual modeling and the modeling process.
Stewart Robinson. (2006) Conceptual Modeling for Simulation: Issues and Research Requirements. Conceptual Modeling for Simulation: Issues and Research Requirements.
Leonardo Chwif, Ray J. Paul & Marcos Ribeiro Pereira Barretto. (2006) Discrete event simulation model reduction: A causal approach. Simulation Modelling Practice and Theory 14:7, pages 930-944.
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C.B. Chapman, S.C. Ward & J.H. Klein. (2006) An optimised multiple test framework for project selection in the public sector, with a nuclear waste disposal case-based example. International Journal of Project Management 24:5, pages 373-384.
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Chris Chapman, Stephen Ward & Ian Harwood. (2006) Minimising the effects of dysfunctional corporate culture in estimation and evaluation processes: A constructively simple approach. International Journal of Project Management 24:2, pages 106-115.
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Peter S. Fader & Bruce G. S. Hardie. (2005) The value of simple models in new product forecasting and customer‐base analysis. Applied Stochastic Models in Business and Industry 21:4-5, pages 461-473.
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Stewart Robinson. (2016) Distributed Simulation and Simulation Practice. SIMULATION 81:1, pages 5-13.
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C.B. Chapman, S.C. Ward & J.A. Bennell. (2000) Incorporating uncertainty in competitive bidding. International Journal of Project Management 18:5, pages 337-347.
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L. Chwif, M.R.P. Barretto & R.J. Paul. (2000) On simulation model complexity. On simulation model complexity.
S. J. New. 1998. Strategic Management of the Manufacturing Value Chain. Strategic Management of the Manufacturing Value Chain 553 560 .
Chris Chapman & Mike Howden. (1997) Two phase parametric and probabilistic NPV calculations, with possible deferral of disposal of UK nuclear waste as an example. Omega 25:6, pages 707-714.
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A. Reisman, A. Kumar & J. Motwani. (1997) Flowshop scheduling/sequencing research: a statistical review of the literature, 1952-1994. IEEE Transactions on Engineering Management 44:3, pages 316-329.
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R.J. Brooks & A.M. Tobias. (1996) Choosing the best model: Level of detail, complexity, and model performance. Mathematical and Computer Modelling 24:4, pages 1-14.
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Stephen J. New. (1996) A framework for analysing supply chain improvement. International Journal of Operations & Production Management 16:4, pages 19-34.
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Chris Chapman & Stephen Ward. (1996) Valuing the flexibility of alternative sources of power generation. Energy Policy 24:2, pages 129-136.
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Tarr. (1994) Cost effective perimeter security. Cost effective perimeter security.
Richard Déry, Maurice Landry & Claude Banville. (1993) Revisiting the issue of model validation in OR: An epistemological view. European Journal of Operational Research 66:2, pages 168-183.
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PL Powell, M Hall & JH Klein. (1992) An expert decision support system for network routing: a case study. Information and Software Technology 34:12, pages 771-778.
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Matthew R. Jones. (1991) Interactive modelling in decision support systems. Interacting with Computers 3:2, pages 167-186.
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SC Ward & CB Chapman. (1991) Extending the use of risk analysis in project management. International Journal of Project Management 9:2, pages 117-123.
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SC Ward, CB Chapman & JH Klein. (1991) Theoretical versus applied models: The newsboy problem. Omega 19:4, pages 197-206.
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S. M. Henderson, A. W. Gavine, E. F. Wolstenholme & K. Watts. 1991. Systems Thinking in Europe. Systems Thinking in Europe 243 249 .

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