| 改进的细菌觅食优化算法及其在框架结构设计中的应用 |
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| 引用本文： | 张璨,刘锋,李丽娟.改进的细菌觅食优化算法及其在框架结构设计中的应用[J].工程设计学报,2012,19(6):422-427. |
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| 作者姓名： | 张璨 刘锋 李丽娟 |
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| 作者单位： | 广东工业大学 工程力学研究所,广东 广州 510006 |
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| 基金项目： | 国家自然科学基金资助项目(51178121);广东省自然科学基金资助项目(S2012020011082,9151009001000059) |
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| 摘 要： | 在细菌觅食算法(bacterial foraging algorithm,BFA)基本原理的基础上,结合“和声搜索”算法,提出了一种改进的细菌觅食算法,并应用于框架结构优化.采用该优化算法分别对一单跨8层框架和双跨5层框架结构进行离散变量的质量优化设计,并与细菌觅食算法的计算结果进行了比较.计算结果表明改进的细菌觅食算法应用在结构优化中具有较好的收敛速度和精度,可应用于工程结构的优化设计.
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| 关 键 词： | 细菌觅食算法 结构优化 收敛精度 收敛速度 |
| 收稿时间： | 2012-12-28 |
Improved bacterial foraging algorithm and its application to design of frame structures |
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| ZHANG Can,LIU Feng,LI Li-juan.Improved bacterial foraging algorithm and its application to design of frame structures[J].Journal of Engineering Design,2012,19(6):422-427. |
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| Authors: | ZHANG Can LIU Feng LI Li-juan |
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| Affiliation: | (Institute of Engineering Mechanics,Guangdong University of Technology,Guangzhou 510006,China) |
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| Abstract: | Based on the basic principles of bacterial foraging algorithm(BFA), an improved bacterial foraging algorithm(IBFA) was proposed, which combined with heuristic algorithm, and was applied to optimal design of frame structures. The weight optimization design of discrete variable was carried out on a one bay eight floor frame structure and a two bay five floor frame structure using this algorithm.The calculation results were compared with those of BFA. The optimal results show that the improved bacterial foraging algorithm has better convergence velocity and accuracy, and can be applied to optimal design of engineering structures. |
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| Keywords: | bacterial foraging algorithm structural optimization convergence accuracy convergence rate |
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