Multi-objective Optimization of Steel Frames with Added Viscous Dampers using Imperialist Competitive Algorithm
Optimization is a big challenging task for engineers and designers. In practice, almost all of the engineering problems have more than one objective function, criterion to be optimized, therefore, multi-objective optimization procedure is necessary for many optimization problems. In this study, we p...
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| Format: | Article |
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Pouyan Press
2022-01-01
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| Series: | Computational Engineering and Physical Modeling |
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| Online Access: | https://www.jcepm.com/article_153450_2a9f7cbe054e9eb732e5629725dd9eea.pdf |
| _version_ | 1797769112165810176 |
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| author | Mehdi Babaei Mostafa Moradi |
| author_facet | Mehdi Babaei Mostafa Moradi |
| author_sort | Mehdi Babaei |
| collection | DOAJ |
| description | Optimization is a big challenging task for engineers and designers. In practice, almost all of the engineering problems have more than one objective function, criterion to be optimized, therefore, multi-objective optimization procedure is necessary for many optimization problems. In this study, we presented the development of the Imperialistic Competitive Algorithm (ICA) to multi-objective optimal design of steel frames with dampers. Semi-active liquid viscous dampers are added to the steel frames to reduce the seismic response of structures subjected to earthquake loadings. The number and position of the dampers are considered as the design variables and the structural responses such as the acceleration of each floors, the maximum displacement of the top roof and the maximum relative displacement of the floors are the objective functions to be minimized simultaneously. A seven-story and a twelve-story 3D buildings are selected as the numerical examples to test the developed algorithm. The resultant Pareto-front sets are reported and discussed for the numerical examples. The obtained trade-offs demonstrate very smooth and reliable sets for all case studies. Meanwhile, the results indicate that the position of the dampers directly influences their effectiveness in decreasing the seismic response of structures. The maximum top floor displacement, the maximum story drifts and the maximum acceleration of each story have reduced in comparison to the uncontrolled condition, by respective values of 44.9%, 43.2% and 11.8%, for seven-story case study. |
| first_indexed | 2024-03-12T21:04:10Z |
| format | Article |
| id | doaj.art-998d3b249c42470fbf172bee641b1a24 |
| institution | Directory Open Access Journal |
| issn | 2588-6959 |
| language | English |
| last_indexed | 2024-03-12T21:04:10Z |
| publishDate | 2022-01-01 |
| publisher | Pouyan Press |
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| series | Computational Engineering and Physical Modeling |
| spelling | doaj.art-998d3b249c42470fbf172bee641b1a242023-07-30T23:12:05ZengPouyan PressComputational Engineering and Physical Modeling2588-69592022-01-0151698810.22115/cepm.2022.345345.1212153450Multi-objective Optimization of Steel Frames with Added Viscous Dampers using Imperialist Competitive AlgorithmMehdi Babaei0Mostafa Moradi1Department of Civil Engineering, Faculty of Engineering, University of Zanjan, Zanjan, IranDepartment of Civil Engineering, Faculty of Engineering, University of Zanjan, Zanjan, IranOptimization is a big challenging task for engineers and designers. In practice, almost all of the engineering problems have more than one objective function, criterion to be optimized, therefore, multi-objective optimization procedure is necessary for many optimization problems. In this study, we presented the development of the Imperialistic Competitive Algorithm (ICA) to multi-objective optimal design of steel frames with dampers. Semi-active liquid viscous dampers are added to the steel frames to reduce the seismic response of structures subjected to earthquake loadings. The number and position of the dampers are considered as the design variables and the structural responses such as the acceleration of each floors, the maximum displacement of the top roof and the maximum relative displacement of the floors are the objective functions to be minimized simultaneously. A seven-story and a twelve-story 3D buildings are selected as the numerical examples to test the developed algorithm. The resultant Pareto-front sets are reported and discussed for the numerical examples. The obtained trade-offs demonstrate very smooth and reliable sets for all case studies. Meanwhile, the results indicate that the position of the dampers directly influences their effectiveness in decreasing the seismic response of structures. The maximum top floor displacement, the maximum story drifts and the maximum acceleration of each story have reduced in comparison to the uncontrolled condition, by respective values of 44.9%, 43.2% and 11.8%, for seven-story case study.https://www.jcepm.com/article_153450_2a9f7cbe054e9eb732e5629725dd9eea.pdfsemi-active controlviscous dampersmulti-objective optimizationimperialist competitive algorithmdamper placement |
| spellingShingle | Mehdi Babaei Mostafa Moradi Multi-objective Optimization of Steel Frames with Added Viscous Dampers using Imperialist Competitive Algorithm Computational Engineering and Physical Modeling semi-active control viscous dampers multi-objective optimization imperialist competitive algorithm damper placement |
| title | Multi-objective Optimization of Steel Frames with Added Viscous Dampers using Imperialist Competitive Algorithm |
| title_full | Multi-objective Optimization of Steel Frames with Added Viscous Dampers using Imperialist Competitive Algorithm |
| title_fullStr | Multi-objective Optimization of Steel Frames with Added Viscous Dampers using Imperialist Competitive Algorithm |
| title_full_unstemmed | Multi-objective Optimization of Steel Frames with Added Viscous Dampers using Imperialist Competitive Algorithm |
| title_short | Multi-objective Optimization of Steel Frames with Added Viscous Dampers using Imperialist Competitive Algorithm |
| title_sort | multi objective optimization of steel frames with added viscous dampers using imperialist competitive algorithm |
| topic | semi-active control viscous dampers multi-objective optimization imperialist competitive algorithm damper placement |
| url | https://www.jcepm.com/article_153450_2a9f7cbe054e9eb732e5629725dd9eea.pdf |
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