Title :
Complex Product Modeling and Optimization Based on Approximation Method
Author :
Dongkai, Shen ; Yaoxing, Shang ; Hao, Wang ; Qiang, Guan
Author_Institution :
Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
Abstract :
This paper presents a method for complex product modeling based on approximation approach. Kriging models which are very popular for approximating deterministic computer models are used in this paper and different design of experiment (DOE) approaches are compared according to some assessment methods.
Keywords :
approximation theory; design of experiments; optimisation; product design; Kriging model; approximation method; complex product modeling; design of experiment; deterministic computer model; optimization; Approximation methods; Computational modeling; Computers; Mathematical model; Optimization; Predictive models; US Department of Energy; Kriging model; approximation method; design of experiment; surrogate model;
Conference_Titel :
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-9247-3
DOI :
10.1109/GCIS.2010.94
