Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading

Ting Ting Wang; Xiao Kai Chen; Yi Lin

doi:10.1109/BMEI.2011.6098673

Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading

Ting Ting Wang^*, Xiao Kai Chen, Yi Lin

^*Corresponding author for this work

School of Mechanical Engineering

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

The large-scale complex system of the practical engineering design always contains multiply optimization objectives and multiply disciplines. Aiming at the large-scale system Multidisciplinary design optimization (MDO) design problem with the serious conflicts between the different design objectives, we describe the integration of Linear Physical Programming within Analytical Target Cascading framework in this paper. The proposed framework would enable designers to formulate multiple system-level objectives in terms of physically meaningful parameters, and would hierarchically decompose the multilevel system into several small and more manageable subsystems for saving computational cost. A mathematical example using MDO method demonstrated the proposed framework.

Original language	English
Title of host publication	Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011
Pages	2286-2289
Number of pages	4
DOIs	https://doi.org/10.1109/BMEI.2011.6098673
Publication status	Published - 2011
Event	2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011 - Shanghai, China Duration: 15 Oct 2011 → 17 Oct 2011

Publication series

Name	Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011
Volume	4

Conference

Conference	2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011
Country/Territory	China
City	Shanghai
Period	15/10/11 → 17/10/11

Keywords

Analytical Target Cascading
MDO
linear physical programming
multi-objective optimization

Access to Document

10.1109/BMEI.2011.6098673

Cite this

Wang, T. T., Chen, X. K., & Lin, Y. (2011). Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading. In Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011 (pp. 2286-2289). Article 6098673 (Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011; Vol. 4). https://doi.org/10.1109/BMEI.2011.6098673

Wang, Ting Ting ; Chen, Xiao Kai ; Lin, Yi. / Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading. Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011. 2011. pp. 2286-2289 (Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011).

@inproceedings{0facf68212704d27bc71aa89a99ce04d,

title = "Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading",

abstract = "The large-scale complex system of the practical engineering design always contains multiply optimization objectives and multiply disciplines. Aiming at the large-scale system Multidisciplinary design optimization (MDO) design problem with the serious conflicts between the different design objectives, we describe the integration of Linear Physical Programming within Analytical Target Cascading framework in this paper. The proposed framework would enable designers to formulate multiple system-level objectives in terms of physically meaningful parameters, and would hierarchically decompose the multilevel system into several small and more manageable subsystems for saving computational cost. A mathematical example using MDO method demonstrated the proposed framework.",

keywords = "Analytical Target Cascading, MDO, linear physical programming, multi-objective optimization",

author = "Wang, \{Ting Ting\} and Chen, \{Xiao Kai\} and Yi Lin",

year = "2011",

doi = "10.1109/BMEI.2011.6098673",

language = "English",

isbn = "9781424493524",

series = "Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011",

pages = "2286--2289",

booktitle = "Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011",

note = "2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011 ; Conference date: 15-10-2011 Through 17-10-2011",

}

Wang, TT, Chen, XK & Lin, Y 2011, Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading. in Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011., 6098673, Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011, vol. 4, pp. 2286-2289, 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011, Shanghai, China, 15/10/11. https://doi.org/10.1109/BMEI.2011.6098673

Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading. / Wang, Ting Ting; Chen, Xiao Kai; Lin, Yi.
Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011. 2011. p. 2286-2289 6098673 (Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011; Vol. 4).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Chen, Xiao Kai

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N2 - The large-scale complex system of the practical engineering design always contains multiply optimization objectives and multiply disciplines. Aiming at the large-scale system Multidisciplinary design optimization (MDO) design problem with the serious conflicts between the different design objectives, we describe the integration of Linear Physical Programming within Analytical Target Cascading framework in this paper. The proposed framework would enable designers to formulate multiple system-level objectives in terms of physically meaningful parameters, and would hierarchically decompose the multilevel system into several small and more manageable subsystems for saving computational cost. A mathematical example using MDO method demonstrated the proposed framework.

AB - The large-scale complex system of the practical engineering design always contains multiply optimization objectives and multiply disciplines. Aiming at the large-scale system Multidisciplinary design optimization (MDO) design problem with the serious conflicts between the different design objectives, we describe the integration of Linear Physical Programming within Analytical Target Cascading framework in this paper. The proposed framework would enable designers to formulate multiple system-level objectives in terms of physically meaningful parameters, and would hierarchically decompose the multilevel system into several small and more manageable subsystems for saving computational cost. A mathematical example using MDO method demonstrated the proposed framework.

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KW - MDO

KW - linear physical programming

KW - multi-objective optimization

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Wang TT, Chen XK, Lin Y. Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading. In Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011. 2011. p. 2286-2289. 6098673. (Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011). doi: 10.1109/BMEI.2011.6098673

Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading

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