Topology Optimization of Structure Using Differential Evolution
The population-based evolutionary algorithms have emerged as powerful mechanism for finding optimum solutions of complex optimization problems. A promising new evolutionary algorithm, differential evolution, has garnered significant attention in the engineering optimization research. Differential ev...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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International Institute of Informatics and Cybernetics
2008-02-01
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| Series: | Journal of Systemics, Cybernetics and Informatics |
| Subjects: | |
| Online Access: | http://www.iiisci.org/Journal/CV$/sci/pdfs/S779SCB.pdf
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| _version_ | 1828528516806737920 |
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| author | Chun-Yin Wu Ko-Ying Tseng |
| author_facet | Chun-Yin Wu Ko-Ying Tseng |
| author_sort | Chun-Yin Wu |
| collection | DOAJ |
| description | The population-based evolutionary algorithms have emerged as powerful mechanism for finding optimum solutions of complex optimization problems. A promising new evolutionary algorithm, differential evolution, has garnered significant attention in the engineering optimization research. Differential evolution has the advantage of incorporating a relatively simple and efficient form of mutation and crossover. This paper aims at introducing differential evolution as an alternative approach for topology optimization of truss and continuous structure with stress and displacement constraints. In comparison the results with other studies, it shows that differential evolution algorithms are very effective and efficient in solving topology optimization problem of structure. |
| first_indexed | 2024-12-11T21:53:44Z |
| format | Article |
| id | doaj.art-34d56ea5cb3543c3895b4e00c9acda1d |
| institution | Directory Open Access Journal |
| issn | 1690-4524 |
| language | English |
| last_indexed | 2024-12-11T21:53:44Z |
| publishDate | 2008-02-01 |
| publisher | International Institute of Informatics and Cybernetics |
| record_format | Article |
| series | Journal of Systemics, Cybernetics and Informatics |
| spelling | doaj.art-34d56ea5cb3543c3895b4e00c9acda1d2022-12-22T00:49:23ZengInternational Institute of Informatics and CyberneticsJournal of Systemics, Cybernetics and Informatics1690-45242008-02-01614651Topology Optimization of Structure Using Differential EvolutionChun-Yin Wu0Ko-Ying Tseng1 Department of Mechanical Engineering, Tatung University, Taipei, 104, Taiwan, R.O.C Department of Mechanical Engineering, Tatung University, Taipei, 104, Taiwan, R.O.C The population-based evolutionary algorithms have emerged as powerful mechanism for finding optimum solutions of complex optimization problems. A promising new evolutionary algorithm, differential evolution, has garnered significant attention in the engineering optimization research. Differential evolution has the advantage of incorporating a relatively simple and efficient form of mutation and crossover. This paper aims at introducing differential evolution as an alternative approach for topology optimization of truss and continuous structure with stress and displacement constraints. In comparison the results with other studies, it shows that differential evolution algorithms are very effective and efficient in solving topology optimization problem of structure.http://www.iiisci.org/Journal/CV$/sci/pdfs/S779SCB.pdf topology optimizationdifferential evolutiontruss design |
| spellingShingle | Chun-Yin Wu Ko-Ying Tseng Topology Optimization of Structure Using Differential Evolution Journal of Systemics, Cybernetics and Informatics topology optimization differential evolution truss design |
| title | Topology Optimization of Structure Using Differential Evolution |
| title_full | Topology Optimization of Structure Using Differential Evolution |
| title_fullStr | Topology Optimization of Structure Using Differential Evolution |
| title_full_unstemmed | Topology Optimization of Structure Using Differential Evolution |
| title_short | Topology Optimization of Structure Using Differential Evolution |
| title_sort | topology optimization of structure using differential evolution |
| topic | topology optimization differential evolution truss design |
| url | http://www.iiisci.org/Journal/CV$/sci/pdfs/S779SCB.pdf
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| work_keys_str_mv | AT chunyinwu topologyoptimizationofstructureusingdifferentialevolution AT koyingtseng topologyoptimizationofstructureusingdifferentialevolution |