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Simulation for decision making: an introduction

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L. E. TravisAuthors Info & Claims

WSC '89: Proceedings of the 21st conference on Winter simulation

Pages 9 - 18

https://doi.org/10.1145/76738.76740

Published: 01 October 1989 Publication History

Abstract

We give an overview of simulation modeling and analysis from the perspective of prospective users wanting to use simulation as a decision aid. Important considerations in building simulation models and analyzing their outputs are discussed. A brief overview of available software is given. At the end of this tutorial, you should have a general understanding of simulation and an understanding of its applicability to your situation.

References

[1]

Banks, Jerry and John S. Carson II (1984) Discrete-Event System Simulation, Prentice-Hall, Englewood Cliffs, N.J., 1984]]

[2]

Bradey, Paul, Bennett L. Fox, and Linus E. Schrage (1987) A Guide to Simulation, 2nd edition. Springer-Verlag, NY.]]

Digital Library

[3]

Bulgren, William G. (1982) Discrete System Simulation, Prentice-Hall, Englewood Cliffs, NJ.]]

Digital Library

[4]

Curry, Guy., Bryan L. Deuer Meyer and Richard M. Feldman (1989) Discrete Simulation,]]

[5]

Fundamentals and Microcomputer Support, Holden Day, Oakland, CA.]]

[6]

Fishman, G. S. (1973) Concepts and Methods in Discrete Event Digital Simulation, Wiley, NY.]]

[7]

Fishman, G. S. (1978) Principles of Discrete Event Simulation, Wiley, NY.]]

Digital Library

[8]

Gottfried Byron S. (1984) Elements of Stochastic Process Simulation, Prentice-Hall, Englewood Cliffs, NJ.]]

Digital Library

[9]

Gordon, Geoffrey (1978) System Simulation, 2nd ed., Prentice-Hall, Englewood Cliffs, NJ.]]

Digital Library

[10]

Graybeal, W. J., and U. W. Pooch (1980) Simulation: Principles and Methods, Winthrop, Cambridge, MA.]]

[11]

Johnson, M. E. (1987) Multivariate Statistical Simulation, John Wiley, NY.]]

Digital Library

[12]

Law, Averill M., and W. David Kelton (1982) Simulation Modeling and Analysis, McGraw-Hill, NY.]]

Digital Library

[13]

Matloff, Norman S. (1988) Probability Modeling and Computer Simulation, PWS-Kent, Boston, MA.]]

[14]

Nayor, T. H. (1971) Computer Simulation Experiments with Models of Economic Systems, Wiley, NY]]

[15]

Payne, James A. (1982) Introduction To Simulation: Programming Techniques and Methods of Analysis, McGraw-Hill, NY.]]

Digital Library

[16]

Shannon, Robert E. (1975) System Simulation: The Art and Science, Prentice-Hall, Englewood Cliffs, NJ.]]

[17]

Zeigler, Bernard (1984) Multifaceted Modelling and Discrete Event Simulation, Academic Pres. Environments and Languages]]

Digital Library

[18]

Cobbin, Philip (1988) The SIMPLE_1 Simulation Environment, Proceedings of the 1988 Winter Simulation Conference, M. Abrams, P. Haig and J. Comfort (eds.) pp 141--145.]]

Digital Library

[19]

Conway, R. and W. Maxwell (1987) Modeling Ascyncronous Material Handling in XCELL+, Proceedings of the 1987 Winter Simulation Conference, A. Thesen, H. Grant and W. David Kelton (eds.) pp 202--206.]]

Digital Library

[20]

Cox, S. (1986) GPSS/PC Users Manual, Minute Software, Stow, MA.]]

[21]

Henriksen, J. O et al (1988) GPSS/H Users Manual 3rd ed. Wolverine Software Corp, Annandale, VA.]]

[22]

MacFarland, Douglas G. (1987) Scheduling Manufacturing Systems with FACTOR, Proceedings of the 1987 Winter Simulation Conference, A. Thesen, H. Grant and W. David Kelton (eds.) pp 235--237.]]

Digital Library

[23]

Markowits, H. M. and P. J. Kiviat, and R. Villanueva (1987) Simscript II. 5 Programming Language. CACI. Los Angeles, CA.]]

[24]

Pegden, C. C. (1986) Introduction to SIMAN, Systems Modeling Corporation, State College, PA.]]

[25]

Pritsker, A. A. B, C. Elliot Sigal and R. D. Jack Hammesfahr (1988) SLAM II Network Models for Decision Support, Prentice Hall, NJ.]]

Digital Library

[26]

Pritsker, A. A. B. (1986) Introduction to Simulation and SLAM III, 3rd edition, Systems Publishing Corp.]]

Digital Library

[27]

Schriber, Thomas J. (1974) Simulation Using GPSS, John Wiley New York, NY.]]

Digital Library

[28]

Standridge, C. R., and A. A. B. Pritsker (1987) TESS: The Extended Simulation System, Halsted Press.]]

Digital Library

[29]

Steudel, H. J. and T. Park (1987) STARCELL: A Flexible Manufacturing Cell Simulator, Proceedings of the 1987 Winter Simulation Conference, A. Thesen, H. Grant and W. David Kelton (eds.) pp 230--234.]]

Digital Library

[30]

Suri, R. and M. Tomsicek (1988) Rapid Modeling Tools for Manufacturing Simulation and Analysis, Proceedings of the 1988 Winter Simulation Conference.]]

Digital Library

[31]

Thesen, Arne (1987) Writing Simulations from Scratch: Pascal Implementations, Proceedings of the 1987 Winter Simulation Conference, A. Thesen, H. Grant and W. David Kelton (eds.) pp 152--164. Analysis]]

Digital Library

[32]

Box, G. E. P, W. G. Hunter and J. S. Hunter (1978) Statistics for Experimenters, Wiley and Sons, NY.]]

[33]

Johnson, M. E. (1987) Multivariate Statistical Simulation, John Wiley, NY.]]

Digital Library

[34]

Kleijnen, J. P. C. (1987) Statistical Tools for Simulation Practitioners, Marcel Dekker, nc, New York, NY.]]

Digital Library

[35]

Meketon, Marc S. (1987) Optimization in Simulation: A Survey of Recent Results. Proceedings of the 1987 Winter Simulation Conference, A. Thesen, H. Grant and W. David Kelton (eds.) pp 58--67.]]

Digital Library

[36]

Nelson, B. L. (1987) Variance Reduction for Simulation Practitioners, Proceedings of the 1987 Winter Simulation Conference, A. Thesen, H. Grant and W. David Kelton (eds.) pp 43--51.]]

Digital Library

[37]

Sargent, R. (1987) An Overview of Verification and Validation of Simulation Models, Proceedings of the 1987 Winter Simulation Conference, A. Thesen, H. Grant and W. David Kelton (eds.) pp 33--39.]]

Digital Library

[38]

Thesen, Arne (1989), Introduction to SANDIE, Proceedings of the 1989 Winter Simulation Conference]]

Cited By

Colombo SCiotola APiazza L(2024)Logic-driven, simulation-based risk engineering to ensure the sustainability of productive processes even with data scarcityExpert Systems with Applications: An International Journal10.1016/j.eswa.2024.124735255:PDOnline publication date: 21-Nov-2024
https://dl.acm.org/doi/10.1016/j.eswa.2024.124735
Rank SHammel CSchmidt TSchneider G(2015)Reducing simulation model complexity by using an adjustable base model for path-based automated material handling systemsProceedings of the 2015 Winter Simulation Conference10.5555/2888619.2888952(2896-2907)Online publication date: 6-Dec-2015
https://dl.acm.org/doi/10.5555/2888619.2888952
Schwaab Ade Freitas Filho PDunkin AIngalls R(2009)Dynamic-fuzzy simulation model for reproduction of mortality curvesWinter Simulation Conference10.5555/1995456.1995741(2078-2089)Online publication date: 13-Dec-2009
https://dl.acm.org/doi/10.5555/1995456.1995741
Show More Cited By

Index Terms

Simulation for decision making: an introduction
1. Computing methodologies
  1. Modeling and simulation
    1. Simulation types and techniques

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cover image ACM Conferences

WSC '89: Proceedings of the 21st conference on Winter simulation

October 1989

1139 pages

ISBN:0911801588

DOI:10.1145/76738

Copyright © 1989 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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IIE: Institute of Industrial Engineers
TIMS/CS
SES: SES
ORSA: Operations Research Society of America
SIGSIM: ACM Special Interest Group on Simulation and Modeling
IEEE-CS: Computer Society
NIST: National Institute of Standards & Technology

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 October 1989

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Cited By

Colombo SCiotola APiazza L(2024)Logic-driven, simulation-based risk engineering to ensure the sustainability of productive processes even with data scarcityExpert Systems with Applications: An International Journal10.1016/j.eswa.2024.124735255:PDOnline publication date: 21-Nov-2024
https://dl.acm.org/doi/10.1016/j.eswa.2024.124735
Rank SHammel CSchmidt TSchneider G(2015)Reducing simulation model complexity by using an adjustable base model for path-based automated material handling systemsProceedings of the 2015 Winter Simulation Conference10.5555/2888619.2888952(2896-2907)Online publication date: 6-Dec-2015
https://dl.acm.org/doi/10.5555/2888619.2888952
Schwaab Ade Freitas Filho PDunkin AIngalls R(2009)Dynamic-fuzzy simulation model for reproduction of mortality curvesWinter Simulation Conference10.5555/1995456.1995741(2078-2089)Online publication date: 13-Dec-2009
https://dl.acm.org/doi/10.5555/1995456.1995741
Wyatt DSadowski RNance R(1990)A framework for reusability using graph-based modelsProceedings of the 22nd conference on Winter simulation10.5555/328885.329510(472-476)Online publication date: 1-Dec-1990
https://dl.acm.org/doi/10.5555/328885.329510
Hatami SSadowski RNance R(1990)Data requirements for analysis of manufacturing systems using computer simulationProceedings of the 22nd conference on Winter simulation10.5555/328885.329046(632-635)Online publication date: 1-Dec-1990
https://dl.acm.org/doi/10.5555/328885.329046
Hatami S(1990)Data requirements for analysis of manufacturing systems using computer simulation1990 Winter Simulation Conference Proceedings10.1109/WSC.1990.129589(632-635)Online publication date: 1990
https://doi.org/10.1109/WSC.1990.129589
Wyatt D(1990)A framework for reusability using graph-based models1990 Winter Simulation Conference Proceedings10.1109/WSC.1990.129562(472-476)Online publication date: 1990
https://doi.org/10.1109/WSC.1990.129562

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