A new metric for measuring metamodels quality-of-fit for deterministic simulations

Proceedings - Winter Simulation Conference

Volumn , Issue , 2006, Pages 882-888

  Hamad, Husam ^a  

^a YARMOUK UNIVERSITY   (Jordan)

Author keywords

[No Author keywords available]

Indexed keywords

BROADBAND AMPLIFIERS;

(N-1) CRITERION; COMPLEX SIMULATIONS; META MODELLING; META-MODELS; METRICS (CO); R SQUARE; ROOT MEAN-SQUARE ERROR (RMSE); SAMPLE SIZES; TEST POINT (TP);

TESTING;

EID: 46149097661     PISSN: 08917736     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WSC.2006.323171     Document Type: Conference Paper

References (5)

1. Balci, O. 1989. How to assess the acceptability and credibility of simulation results. In Proc. 1989 Winter Simulation Conf., ed. E. A. MacNair, K. J. Musselman, and P. Heidelberger, 62-71.
2. Hamad, H, and S. Al-Hamdan. 2005. Two new subjective validation methods using data displays. In Proc. 2005 Winter Simulation Conf., ed. M. E. Kuhl, N. M. Steiger, F. B. Armstrong, and J. A. Joines, 2542-2545.
3. Hamad, H., and S. Al-Hamdan. 2006. Discovering meta-models' quality-of-fit via graphical techniques, European Journal of Operational Research (In Press), [online]. Available via 〈www.sciencedirect. com〉 (doi: 10.1016/j.ejor.2006.01.026) [accessed April, 2006].
4. Kleijnen, J. P. C., and D. Deflandre. 2006. Validation of regression metamodels in simulation: bootstrap approach, European Journal of Operational Research, 170(1), pp. 120-131.
5. Sargent, R. G. 2004. Validation and verification of simulation models. In Proc. 2004 Winter Simulation Conf., ed. R. G. Ingalls, M. D. Rossetti, J. S. Smith, and B. A. Peters, 13-24.