Experimental design for simulation

Winter Simulation Conference Proceedings

Volumn 1, Issue , 2003, Pages 59-65

  Kelton, W David ^a   Barton, Russell R ^b  

^a UNIVERSITY OF CINCINNATI   (United States)

^b PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; CALCULATIONS; DATA REDUCTION; DECISION MAKING; FREQUENCY DOMAIN ANALYSIS; HEURISTIC METHODS; PERFORMANCE; PERTURBATION TECHNIQUES; PLANNING; PROBABILITY; PROJECT MANAGEMENT; RANDOM PROCESSES; REGRESSION ANALYSIS;

PERFORMANCE MEASURES; RESPONSE-SURFACE METHODS;

COMPUTER SIMULATION;

EID: 1642437984     PISSN: 02750708     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Andradóttir, S. 1998. A review of simulation optimization techniques. In Proceedings of the 1998 Winter Simulation Conference, ed. D.J. Medeiros, E.F. Watson, J.S. Carson, and M.S. Manivannan, 151-158. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
2. Banks, J., J.S. Carson, B.L. Nelson, and D.M. Nicol. 2001. Discrete-event system simulation. 3rd ed. Upper Sad-dle River, N.J.: Prentice-Hall.
3. Barton, R.R. 1998. Simulation metamodels. In Proceedings of the 1998 Winter Simulation Conference, ed. D.J. Medeiros, E.F. Watson, J.S. Carson, and M.S. Manivannan, 167-174. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
4. Barton, R.R. 1999. Graphical methods for the design of experiments. New York: Springer-Verlag.
5. Barton, R.R. 2002. Designing simulation experiments. In Proceedings of the 2002 Winter Simulation Conference, ed. E. Yücesan, C.-H. Chen, J.L. Snowdon, and J.M. Charnes, 45-51. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
6. Box, G.E.P. and N.R. Draper. 1987. Empirical model-building and response surfaces. New York: John Wiley.
7. Box, G.E.P., W.G. Hunter, and J.S. Hunter. 1978. Statistics for experimenters: an introduction to design, data analysis, and model building. New York: John Wiley.
8. Fu, M.C. 2002. Optimization for simulation: theory vs. practice. INFORMS Journal on Computing 14 (3): 192-227.
9. Glover, F., J.P. Kelly, and M. Laguna. 1999. New advances for wedding optimization and simulation. In Proceedings of the 1999 Winter Simulation Conference, ed. P.A. Farrington, H.B. Nembhard, D.T. Sturrock, and G.W. Evans, 255-260. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
10. Hood, S.J. and P.D. Welch. 1992. Experimental design issues in simulation with examples from semiconductor manufacturing. In Proceedings of the 1992 Winter Simulation Conference, ed. J.J. Swain, D. Goldsman, R.C. Grain, and J.R. Wilson, 255-263. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
11. Hood, S.J. and P.D. Welch. 1993. Response surface methodology and its application in simulation. In Proceedings of the 1993 Winter Simulation Conference, ed. G.W. Evans, M. Mollaghasemi, E.G. Russell, and W.E. Biles, 115-122. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
12. Kelton, W.D. 1997. Statistical analysis of simulation output. In Proceedings of the 1997 Winter Simulation Conference, ed. S. Andradottir, K.J. Healy, D.H. Withers, and B.L. Nelson, 23-30. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
13. Kelton, W.D. 2000. Experimental design for simulation. In Proceedings of the 2000 Winter Simulation Conference, ed. J.A. Joines, R.R. Barton, K. Kang, and P.A. Fishwick, 32-38. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
14. Kelton, W.D., R.P. Sadowski, and D.A. Sadowski. 2002. Simulation with Arena. 2nd. ed. New York: McGraw-Hill.
15. Kleijnen, J.P.C. 1998. Experimental design for sensitivity analysis, optimization, and validation of simulation models. In Handbook of simulation, ed. J. Banks, 173-223. New York: John Wiley.
16. Law, A.M. and W.D. Kelton. 2000. Simulation modeling and analysis. 3rd ed. New York: McGraw-Hill.
17. Montgomery, D.C. 1997. Design and analysis of experiments. 4th ed. New York: John Wiley.
18. Swain, J.J. and P.A. Farrington. 1994. Designing simulation experiments for evaluating manufacturing systems. In Proceedings of the 1994 Winter Simulation Conference, ed. J.D. Tew, M.S. Manivannan, D.A. Sadowski, and A.F. Seila, 69-76. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.