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IP-MRSO: An iterative posterior preference articulation method to multiple response surface optimization

Title
IP-MRSO: An iterative posterior preference articulation method to multiple response surface optimization
Author
이동희
Keywords
iterative method; multiple response surface optimization; nondominated solution; posterior preference articulation approach
Issue Date
2017-12
Publisher
WILEY
Citation
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, v. 33, no. 8, page. 1813-1826
Abstract
One of the most important issues in multiple response surface optimization (MRSO) obtaining a satisfactory "compromise" solution considering a decision maker (DM)'s preference information on the tradeoffs among multiple responses. A promising alternative to incorporate the DM's preference information into the problem is the posterior preference articulation approach, which first generates all (or most) of the nondominated solutions and then makes the DM select the best one from the set of nondominated solutions a posteriori. However, it has an inefficiency problem in that it generates an excessive number of nondominated solutions in which almost all are not used for the selection. This paper proposes a new posterior method called "IP-MRSO" to overcome the limitation of the existing posterior method. The proposed IP-MRSO is illustrated through a well-known MRSO vase problem
URI
https://onlinelibrary.wiley.com/doi/abs/10.1002/qre.2145http://repository.hanyang.ac.kr/handle/20.500.11754/116870
ISSN
0748-8017; 1099-1638
DOI
10.1002/qre.2145
Appears in Collections:
ETC > 연구정보
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