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Biobjective Optimization Algorithms Using Neumann Series Expansion for Engineering Design
Joint Authors
Xu, Tianshuang
Ding, Ao
Guo, Huan
Fan, Lulu
Xing, Genyuan
Yoshino, Tatsuo
Source
Applied Bionics and Biomechanics
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-12-19
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
In this paper, two novel algorithms are designed for solving biobjective optimization engineering problems.
In order to obtain the optimal solutions of the biobjective optimization problems in a fast and accurate manner, the algorithms, which have combined Newton’s method with Neumann series expansion as well as the weighted sum method, are applied to deal with two objectives, and the Pareto optimal front is achieved through adjusting weighted factors.
Theoretical analysis and numerical examples demonstrate the validity and effectiveness of the proposed algorithms.
Moreover, an effective biobjective optimization strategy, which is based upon the two algorithms and the surrogate model method, is developed for engineering problems.
The effectiveness of the optimization strategy is proved by its application to the optimal design of the dummy head structure in the car crash experiments.
American Psychological Association (APA)
Guo, Huan& Yoshino, Tatsuo& Fan, Lulu& Ding, Ao& Xu, Tianshuang& Xing, Genyuan. 2018. Biobjective Optimization Algorithms Using Neumann Series Expansion for Engineering Design. Applied Bionics and Biomechanics،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1114729
Modern Language Association (MLA)
Guo, Huan…[et al.]. Biobjective Optimization Algorithms Using Neumann Series Expansion for Engineering Design. Applied Bionics and Biomechanics No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1114729
American Medical Association (AMA)
Guo, Huan& Yoshino, Tatsuo& Fan, Lulu& Ding, Ao& Xu, Tianshuang& Xing, Genyuan. Biobjective Optimization Algorithms Using Neumann Series Expansion for Engineering Design. Applied Bionics and Biomechanics. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1114729
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1114729