An introduction to simulation modeling

ABSTRACT

This paper offers an introductory overview of discrete simulation, with emphasis on the simulation modeling process rather than on any specific simulation package. Examples are used to demonstrate the application of the methodology at each step of the process. An extensive list of additional readings is given for the reader who wishes to deepen his/her knowledge in a specific area.

REFERENCES

• 1: Christos Alexopoulos, Advanced methods for simulation output analysis, Proceedings of the 27th conference on Winter simulation, p.101-109, December 03-06, 1995, Arlington, Virginia, United States [doi>10.1145/224401.224430]
• 2: Osman Balci, Principles and techniques of simulation validation, verification, and testing, Proceedings of the 27th conference on Winter simulation, p.147-154, December 03-06, 1995, Arlington, Virginia, United States [doi>10.1145/224401.224456]
• 3: Balci, O. 1996. principles of Simulation Model Validation, Verification, and Testing. International Journal in Computer Simulation, to appear.
• 4: Jerry Banks, Software for simulation, Proceedings of the 27th conference on Winter simulation, p.32-38, December 03-06, 1995, Arlington, Virginia, United States [doi>10.1145/224401.224414]
• 5: Jerry Banks , Barry Burnette , James Rose, Introduction to Siman V and Cinema V, John Wiley & Sons, Inc., New York, NY, 1994
• 6: Banks, J. and J. S. Carson. 1984. Discrete-Event System Simulation. Englewood Cliffs, New Jersey, Prentice Hall.
• 7: Warren E. Blaisdell , Jorge Haddock, Simulation analysis using SIMSTAT 2.0, Proceedings of the 25th conference on Winter simulation, p.213-217, December 12-15, 1993, Los Angeles, California, United States [doi>10.1145/256563.256629]
• 8: Henriksen, J. O. and R. C. Crain. 1989. GPSS/H Reference Manual. Annandale, Va. Wolverine Software Corporation.
• 9: Averill M. Law , W. David Kelton, Simulation Modeling and Analysis, McGraw-Hill Higher Education, 1997
• 10: Law, A. M. and S. Vincent. 1995. ExpertFitTM User's Guide, Averill M. Law & Associates, }P.O. Box 40996, Tucson, Arizona 85717.
• 11: Kenneth J. Musselman, Guidelines for simulation project success, Proceedings of the 26th conference on Winter simulation, p.88-95, December 11-14, 1994, Orlando, Florida, United States
• 12: Barry L. Nelson, Designing efficient simulation experiments, Proceedings of the 24th conference on Winter simulation, p.126-132, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167317]
• 13: Nelson, B. L. 1995. Stochastic Modeling: Analysis & Simulation. McGraw-Hill, Inc. USA.
• 14: Jean J. O'Reilly, Introduction to SLAM II and SLAMSYSTEM, Proceedings of the 26th conference on Winter simulation, p.415-419, December 11-14, 1994, Orlando, Florida, United States
• 15: C. Dennis Pegden , Randall P. Sadowski , Robert E. Shannon, Introduction to Simulation Using SIMAN, McGraw-Hill, Inc., New York, NY, 1995
• 16: Michael Pidd, An introduction to computer simulation, Proceedings of the 26th conference on Winter simulation, p.7-14, December 11-14, 1994, Orlando, Florida, United States
• 17: Pritsker, A.A.B. 1992. Simulation: The Premier Technique of Industrial Engineering. Industrial Engineering, 24(7):25-26.
• 18: Randell P. Sadowski, Selling simulation and simulation results, Proceedings of the 25th conference on Winter simulation, p.65-68, December 12-15, 1993, Los Angeles, California, United States [doi>10.1145/256563.256587]
• 19: Sargent, R. G. 1984. Simulation Model Validation. Simulation and Model-Based Methodologies: An Integrative View, Eds. Oren, et al. Springer- Verlag.
• 20: Robert G. Sargent, Verification and validation of simulation models, Proceedings of the 26th conference on Winter simulation, p.77-87, December 11-14, 1994, Orlando, Florida, United States
• 21: Shannon, R. E. 1975. Systems Simulation: The Art and the Science, New Jersey: Prentice-Hall, inc. Systems Modeling Corporation. 1994. SIMAN V Reference Guide. Sewickley, Pennsylvania.