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A Nonparametric Bootstrap Approach to Variable-size Local-domain Design Optimization and Computer Model Validation

Journal Article
2012-01-0226
ISSN: 1946-3979, e-ISSN: 1946-3987
DOI: https://doi.org/10.4271/2012-01-0226
Published April 16, 2012 by SAE International in United States
A Nonparametric Bootstrap Approach to Variable-size Local-domain Design Optimization and Computer Model Validation
Sector:
Citation: Drignei, D., Mourelatos, Z., Pandey, V., and Kokkolaras, M., "A Nonparametric Bootstrap Approach to Variable-size Local-domain Design Optimization and Computer Model Validation," SAE Int. J. Mater. Manf. 5(1):143-149, 2012, https://doi.org/10.4271/2012-01-0226.
Language: English

References

  1. Dowding, K.J. Pilch, M. Hills, R.G. 2008 “Formulation of the Thermal Problem,” Comput. Methods Appl. Mech. Engrg. 197 2385 2389
  2. Drignei, D. Mourelatos, Z.P. Kokkolaras, M. Pandey, V. Koscik, G. 2011 “A Variable-size Local Domain Approach for Concurrent Design Optimization and Model Validation using Parametric Bootstrap,” Proceedings of the ASME IDETC/CIE Washington, DC
  3. Efron, B. Tibshirani, R. J. 1993 An Introduction to the Bootstrap Chapman & Hall New York
  4. Higgins, J. J. 2004 Introduction to Modern Nonparametric Statistics Duxbury Press
  5. Li, J. Mourelatos, Z.P. Kokkolaras, M. Papalambros, P. Gorsich, D. 2010 “Validating Designs through Sequential Simulation-Based Optimization,” Proceedings of the ASME 2010 IDETC/CIE Montreal, Quebec, Canada
  6. Mahadevan, S. Rebba, R. 2005 “Validation of Reliability Computational Models using Bayes Networks,” Reliability Engineering and System Safety 87 2 223 232

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