ROBUST DESIGN FOR UNCONSTRAINED OPTIMIZATION PROBLEMS USING THE TAGUCHI METHOD

Citation
Kh. Lee et al., ROBUST DESIGN FOR UNCONSTRAINED OPTIMIZATION PROBLEMS USING THE TAGUCHI METHOD, AIAA journal, 34(5), 1996, pp. 1059-1063
Citations number
12
Categorie Soggetti
Aerospace Engineering & Tecnology
Journal title
ISSN journal
00011452
Volume
34
Issue
5
Year of publication
1996
Pages
1059 - 1063
Database
ISI
SICI code
0001-1452(1996)34:5<1059:RDFUOP>2.0.ZU;2-#
Abstract
Engineering optimization has been developed for the economic design of engineering systems, The conventional optimum is determined without c onsidering noise factors. Thus, applications to practical problems may be limited. Within current design practice, noises tend to be allowed for by specification of closer tolerances, or the use of safety facto rs. However, these approaches may be economically infeasible. Thus, th e inclusion of design-variable noises is required for practical design in optimization. A method is developed to find robust solutions for u nconstrained optimization problems. The method is applied to problems with discrete variables. The orthogonal array based on the Taguchi con cept is utilized to arrange the discrete variables. Through several ex amples, it is verified that the solutions from the suggested method ar e more insensitive to noise than the conventional optimum within the r ange of variations for design variables.