%0 Journal Article
%@ 0378-4754
%A Dellino, Gabriella
%A Lino, Paolo
%A Meloni, Carlo
%A Rizzo, Alessandro
%D 2009
%F eprints:747
%I Elsevier
%J Mathematics and computers in simulation
%K Optimization; Evolutionary algorithms; Kriging metamodels; Design of Experiments; Metamodel management
%N 8
%P 2345 - 2360
%T Kriging metamodel management in the design optimization of a CNG injection system
%U http://eprints.imtlucca.it/747/
%V 79
%X This paper deals with the use of Kriging metamodels in multi-objective engineering design optimization. The metamodel management issue to find the tradeoff between accuracy and efficiency is addressed. A comparative analysis of different strategies is conducted for a case study devoted to the design of a component of the injection system for Compressed Natural Gas (CNG) engines. The computational results are reported and analyzed for a performance assessment conducted with a data envelopment analysis approach.
%Z Nonstandard Applications of Computer Algebra; Applied Scientific Computing VI: Numerical Grid Generation, Approximation and Visualization; Modelling and Managing Financial Risk