Optimal design in the presence of modeling uncertainties

Journal of Aerospace Engineering

Volumn 19, Issue 4, 2006, Pages 204-216

  Hajela, Prabhat ^a   Vittal, Sameer ^a,b  

^a RENSSELAER POLYTECHNIC INSTITUTE   (United States)

^b GENERAL ELECTRIC COMPANY   (United States)

Author keywords

Models; Optimization models; Simulation; Uncertainty principles

Indexed keywords

OPTIMIZATION MODELS; RANDOM VARIABLES; STANDARD PROBABILISTIC DISTRIBUTIONS; UNCERTAINTY PRINCIPLES;

COMPUTER SIMULATION; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION; ROBUSTNESS (CONTROL SYSTEMS); SYSTEMS ANALYSIS; SYSTEMS ENGINEERING;

PRODUCT DESIGN;

EID: 33748783352     PISSN: 08931321     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0893-1321(2006)19:4(204)     Document Type: Article

References (10)

1. Eschenauer, H., et al. (1990). Multicriteria design optimization, Springer, New York.
2. Hahn, G., and Shapiro, S. (1994). Statistical methods in engineering, Wiley, New York.
3. Hajela, P., and Vittal, S. (2002). "Approaches to reliability based multicriteria optimization." Proc., 9th AIAA/ISSMO Symp. on Multidisciplinary Analysis and Optimization, Atlanta.
4. Haldar, A., and Mahadevan, S. (1995). Probability, reliability and statistical methods in engineering design, Wiley, New York.
5. Joint Committee on Structural Safety (JCSS). (2001). "Probabilistic model code. Parts I, II, III." 〈http://www.jcss.ethz.ch/〉.
6. Madsen, H. O., Krenk, S., and Lind, N. C. (1986). Methods of structural safety, Prentice-Hall, New York.
7. Myers, R. H., and Montgomery, D. C. (1995). Response surface methodology, Wiley, New York.
8. Nikolaidis, E., Ghiocel, D. M., and Singhai, S. (2004). Engineering design reliability handbook, CRC, Boca Raton, Fla.
9. Vittal, S., and Hajela, P. (2002), "Confidence intervals for reliability estimated using response surface methods." Proc., 9th AIAA/ISSMO Symp. on Multidisciplinary Analysis and Optimization, Atlanta.
10. Vittal, S., and Hajela, P. (2003). "Probabilistic design using empirical distributions." Proc., 44th AIAA/ASME/AHS SDM Conf., Norfolk, Va.