Using simulation to solve problems: a tutorial on the analysis of simulation output

ABSTRACT

In this paper I will assume that a simulation model has been developed and the study team is faced with the question, “now that we have built a simulation model, what do we do with it?” The theme is that the three common modes of simulation output, animations, plots, and numbers compliment one another and are all important; however, they are often used in an inappropriate manner. Watching the type of output to the objectives of the analysis is critical. This paper discusses this theme and gives the major references for the tutorial to be presented at the conference. Most technical details will be given during the presentation. All comments presented here are my opinions and I welcome debate.

REFERENCES

• 1: Kevin J. Healy, CINEMA tutorial, Proceedings of the 18th conference on Winter simulation, p.207-211, December 08-10, 1986, Washington, D.C., United States [doi>10.1145/318242.318299]
• 2: Tukey, P., "A Data Analyst's View of Statistical Plots" Bellcore Applied Research Area Technical Report 87-275.
• 3: Hahn. G., "An Overview of Tools for Automated Statistical Graphics", G.P.. Corp. R and D Technical Report 81CRD024.
• 4: Beth A. Boiling , Marc A. Laymon, ModelMaster factory modeling system tutorial, Proceedings of the 18th conference on Winter simulation, p.156-159, December 08-10, 1986, Washington, D.C., United States [doi>10.1145/318242.318285]
• 5: Kleijnen, J.P.C " Simulating with too many factors: Revie, of random and group-screening designs", European Journal of Operations Research Vol. 31. No 1.
• 6: Lee W. Schruben , V. James Cogliano, An experimental procedure for simulation response surface model identification, Communications of the ACM, v.30 n.8, p.716-730, Aug. 1987 [doi>10.1145/27651.27656]

INDEX TERMS

Primary Classification:
  A. General Literature

Additional Classification:
  I. Computing Methodologies
  I.6 SIMULATION AND MODELING

General Terms:
Design, Performance, Theory