Design Mode Analysis of Pareto Solution Set for Decision-Making Support
Joint Authors
Hiwa, Satoru
Miki, Mitsunori
Hiroyasu, Tomoyuki
Source
Journal of Applied Mathematics
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-11-19
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Decision making in engineering design problems is challenging because they have multiple and conflicting criteria and complex correlation between design parameters.
This study proposes a decision-making support methodology named design mode analysis, which consists of data clustering and principal component analysis (PCA).
A design mode is indicated by the eigenvector obtained by PCA and reveals the dominant design parameters in a given dataset.
The proposed method is a general framework to obtain the design modes from high-dimensional and large datasets.
The effectiveness of the proposed method is verified on the conceptual design problem of the hybrid rocket engine.
American Psychological Association (APA)
Hiwa, Satoru& Hiroyasu, Tomoyuki& Miki, Mitsunori. 2014. Design Mode Analysis of Pareto Solution Set for Decision-Making Support. Journal of Applied Mathematics،Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-1039682
Modern Language Association (MLA)
Hiwa, Satoru…[et al.]. Design Mode Analysis of Pareto Solution Set for Decision-Making Support. Journal of Applied Mathematics No. 2014 (2014), pp.1-15.
https://search.emarefa.net/detail/BIM-1039682
American Medical Association (AMA)
Hiwa, Satoru& Hiroyasu, Tomoyuki& Miki, Mitsunori. Design Mode Analysis of Pareto Solution Set for Decision-Making Support. Journal of Applied Mathematics. 2014. Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-1039682
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1039682