... response surface methodology reliability based design optimization (RBDO) moving least squares method (MLSM) constraint feasibility constraint-feasible MLSM (CF-MLSM) Constraint feasibility in the context of constrained approximate optimization and RBDO has recently been carried out...

... Experiments ,” Stat. Sci. 0883-4237 , 4 ( 4 ), pp. 409 – 423 . 10.1214/ss/1177012413 Myers , R. H. , and Montgomery , D. , 1995 , Response Surface Methodology: Process and Product Optimization Using Designed Experiments , Wiley , Toronto, ON . Simpson , T. W. , Lin , D. K...

... 2008 30 01 2009 21 05 2009 approximation theory cellular automata design engineering optimisation response surface methodology vehicle dynamics Previous research in topology optimization has concentrated on solving problems that assume elastic material behavior (small...

... practical designs. approximation theory CAD data mining mechanical engineering computing response surface methodology self-organising feature maps 28 06 2008 02 03 2009 19 05 2009 In the robust optimization case shown in solid lines, on the other hand, both...

... of Composite Structures ,” Struct. Multidiscip. Optim. 1615-147X , 26 ( 5 ), pp. 333 – 345 . Youn , B. D. , and Choi , K. K. , 2004 , “ A New Response Surface Methodology for Reliability-Based Design Optimization ,” Comput. Struct. 0045-7949 , 82 ( 2–3 ), pp. 241 – 256 . Zhang...

... information. Furthermore, their accuracy is compromised for problems with highly nonlinear limit states. 21 08 2006 13 08 2007 19 05 2008 failure analysis least squares approximations Monte Carlo methods reliability response surface methodology sampling methods structural...

... response surface methodology road safety front side rail response surface method finite element method energy absorption lightweight design Force response of full vehicle Acceleration of a key point in A-pillar Based on the response surface method, this paper...

... response surface methodology stochastic processes When more than one parameter is involved in load tolerance estimation, the safe region of the parameters constitutes a closed, multi-dimensional domain. The boundary of the domain is called the safety envelope. For illustration purposes, consider...

... (mechanical) response surface methodology regression analysis deformation finite element analysis sampling methods mean square error methods Crashworthiness optimization is a systematic way to achieve a lightweight vehicle design while meeting all safety criteria. However...

... 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...