G. Chiandussi et al., DESIGN SENSITIVITY ANALYSIS METHOD FOR MULTIDISCIPLINARY SHAPE OPTIMIZATION PROBLEMS WITH LINEAR AND NONLINEAR RESPONSES, Engineering computations, 15(2-3), 1998, pp. 391
A method to solve shape and size optimisation problems with linear and
non-linear responses has been studied taking advantage of statistical
methodologies. A nested optimisation procedure has been fixed The glo
bal optimisation problem is decomposed in several subproblems where ea
ch non-linear response is locally approximated with a first degree pol
ynomial function identified by the definition and execution of an expe
rimental plan. The approximating functions so obtained are used to eva
luate the design sensitivity coefficients required by the optimisation
procedure. The numerical results obtained during the optimisation pro
cess to verify exactly the value of the non-linear responses are used
to verify and to improve the approximating function accuracy. The non-
linear design sensitivity analysis method so defined has been used to
solve a multidisciplinary shape optimisation problem involving a real
3D automotive structure.