Cost optimization of Geogrid-Reinforced Pile-Supported Foundation (GRPSF) requires the minimum construction cost among all design alternatives within both ultimate limit state (ULS) and serviceability limit state (SLS) criteria. Usually, the optimization is conducted by selecting a limited number of design alternatives based on experience and then comparing them, which often does not lead to the real optimal design. This paper presents a novel optimization framework to systematically determine the design parameters to achieve the minimum construction cost for GRPSF, considering both ULS and SLS constraints that are relevant to post-construction performance and constructability. This framework is a hybrid of surrogate modeling and Finite Element Method (FEM) to calculate the post-construction settlement of GRPSF and search for the optimal design. Genetic Algorithm improved Black Hole Algorithm (BH-GA) was developed to determine the optimal values of design variables, including pile length and spacing, pile cap geometry, and geogrid layers and layout. The proposed approach can quickly identify the optimal design by exhausting all possible combinations of design parameters. Two well-documented case histories of GRPSF were redesigned using this framework, which validated its applicability and effectiveness in optimizing the design of GRPSF.
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October 2021
Research Article|
July 13 2021
Settlement-based cost optimization of geogrid-reinforced pile-supported foundation Available to Purchase
C. Chen;
C. Chen
1Professor, Hunan University, Key Laboratory of Building Safety and Energy Efficiency of the Ministry of Education, Changsha, PRC; Hunan University, College of Civil Engineering, Changsha, Hunan, PRC, E-mail: cfchen@hnu.edu.cn
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F. Mao;
F. Mao
2PhD Candidate, Hunan University, Key Laboratory of Building Safety and Energy Efficiency of the Ministry of Education, Changsha, PRC; Hunan University, College of Civil Engineering, Changsha, Hunan, PRC, E-mail: mfengshan@hnu.edu.cn
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G. Zhang;
G. Zhang
3Assistant Professor, Hunan City University, College of Civil Engineering, Yiyang, Hunan, PRC, E-mail: gbzhang@hnu.edu.cn (corresponding author)
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J. Huang;
J. Huang
4Associate Professor, The University of Texas at San Antonio, Department of Civil and Environmental Engineering, San Antonio, TX, USA, E-mail: jie.huang@utsa.edu
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J.G. Zornberg;
J.G. Zornberg
5Professor, The University of Texas at Austin, Department of Civil, Architectural, and Environmental Engineering, Austin, TX, USA, E-mail: zornberg@mail.utexas.edu
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X. Liang;
X. Liang
6Assistant Professor of Research, University at Buffalo, the State University of New York, Department of Civil, Structural and Environmental Engineering, Buffalo, NY, USA, E-mail: liangx@buffalo.edu
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J. Chen
J. Chen
7Assistant Professor, Hunan University of Science and Technology, School of Information and Electrical Engineering, Xiangtan, Hunan, PRC, E-mail: chenjuan@hnust.edu.cn
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Publisher: Emerald Publishing
Received:
August 14 2020
Revision Received:
November 26 2020
Accepted:
January 13 2021
Online ISSN: 1751-7613
Print ISSN: 1072-6349
© 2021 Thomas Telford Ltd
2021
Geosynthetics International (2021) 28 (5): 541–557.
Article history
Received:
August 14 2020
Revision Received:
November 26 2020
Accepted:
January 13 2021
Citation
Chen C, Mao F, Zhang G, Huang J, Zornberg J, Liang X, Chen J (2021), "Settlement-based cost optimization of geogrid-reinforced pile-supported foundation". Geosynthetics International, Vol. 28 No. 5 pp. 541–557, doi: https://doi.org/10.1680/jgein.21.00002
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