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Keywords: response surface methodology
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2011, 133(12): 121005.
Published Online: December 9, 2011
... problem and an actively controlled structure problem. 14 01 2011 26 09 2011 09 12 2011 09 12 2011 design engineering least squares approximations polynomials reliability response surface methodology The detailed procedure for CF-MLSM based RBDO is depicted in Fig. 2...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2011, 133(3): 031003.
Published Online: February 22, 2011
... 2011 design engineering radial basis function networks response surface methodology solid modelling approximation regression interpolation metamodel response surface prediction RBF-HDMR functional form black-box function Metamodeling techniques find a wide range of uses...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2009, 131(6): 061013.
Published Online: May 21, 2009
... ( 1 ), pp. 149 – 185 . Holliquist , J. , 1998 , LS-DYNA Theoretical Manual, Livermore Software Technology Corp. 10 04 2008 30 01 2009 21 05 2009 approximation theory cellular automata design engineering optimisation response surface methodology vehicle...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2009, 131(6): 061007.
Published Online: May 19, 2009
... space, can be performed in a comprehensive manner. 28 06 2008 02 03 2009 19 05 2009 approximation theory CAD data mining mechanical engineering computing response surface methodology self-organising feature maps Design optimization can be described as a problem...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2008, 130(12): 121401.
Published Online: October 7, 2008
... . This characteristic can also be observed in the example in Sec. 3D . design engineering optimisation reliability response surface methodology reliability-based design optimization response surface method prediction interval moving least squares method The existence of variances...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2008, 130(7): 071401.
Published Online: May 19, 2008
... traditional reliability methods. 21 08 2006 13 08 2007 19 05 2008 failure analysis least squares approximations Monte Carlo methods reliability response surface methodology sampling methods structural engineering Monte Carlo simulation indicator function response surface...
Journal Articles
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. May 2007, 129(5): 553–557.
Published Online: June 9, 2006
... response surface methodology road safety front side rail response surface method finite element method energy absorption lightweight design Joseph , C. , and Benedy , K. , 2000 , “ Light Metals in Automotive Applications ,” Light Met. Age 0024-3345 , 58 ( 10 ), pp. 34...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2006, 128(4): 919–927.
Published Online: December 22, 2005
... response surface methodology stochastic processes Traditionally, structural design under uncertainty treats structural dimensions, shapes, and material properties as uncertainty parameters. These parameters are relatively well controlled, so that their variability is usually small. However...
Journal Articles
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. September 2005, 127(5): 1014–1020.
Published Online: January 14, 2005
... 2004 14 01 2005 vehicles impact (mechanical) response surface methodology regression analysis deformation finite element analysis sampling methods mean square error methods Craig , K. J. , Stander...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2005, 127(6): 1077–1087.
Published Online: August 13, 2004
... surrogate for a computationally expensive computer code. Common metamodeling techniques include response surface methodology, kriging, radial basis functions, and multivariate adaptive regression splines. In this paper, we investigate support vector regression (SVR) as an alternative technique...