| 基于混合并行多目标禁忌搜索算法的飞机总体优化设计研究(英文) |
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| 引用本文： | 邱志平,张宇星.基于混合并行多目标禁忌搜索算法的飞机总体优化设计研究(英文)[J].中国航空学报,2010,23(4):430-437. |
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| 作者姓名： | 邱志平 张宇星 |
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| 作者单位： | School of Aeronautic Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China |
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| 基金项目： | National Science Fund for Distinguished Young Scholars (10425208); Programme of Introducing Talents of Discipline to Universities (B07009) |
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| 摘 要： | 基于飞机总体设计中的多目标优化问题,采用了一种全新的混合并行多目标禁忌搜索算法。文章首先提出了一种创新的多目标禁忌搜索(MOTS)算法,该算法在传统的MOTS的基础上,增加了TS算法与"Pareto解"的融合机制、优秀解保留机制、"多方向搜索"策略等新的元素。随后又将该算法作了改进,创立了并行多目标禁忌搜索算法。最后在此基础上将并行多目标禁忌搜索与基于向量排序的多目标遗传算法相结合,提出了一种新的混合算法—混合并行多目标禁忌搜索算法。通过对以上各种算法运行结果的比较,得出如下结论:与改进前的多目标禁忌搜索算法相比,并行的MOTS运行结果更优,而混合的MOTS的结果又比前两者更胜一筹。
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| 关 键 词： | 飞机设计 总体设计 多目标优化 禁忌搜索算法 遗传算法 Pareto解 |
| 收稿时间： | 22 October 2009 |
Parametric Optimization Design of Aircraft Based on Hybrid Parallel Multi-objective Tabu Search Algorithm |
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| Qiu Zhiping,Zhang Yuxing.Parametric Optimization Design of Aircraft Based on Hybrid Parallel Multi-objective Tabu Search Algorithm[J].Chinese Journal of Aeronautics,2010,23(4):430-437. |
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| Authors: | Qiu Zhiping Zhang Yuxing |
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| Institution: | Qiu Zhiping,Zhang Yuxing School of Aeronautic Science and Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100191,China |
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| Abstract: | For dealing with the multi-objective optimization problems of parametric design for aircraft, a novel hybrid parallel multi-objective tabu search (HPMOTS) algorithm is used. First, a new multi-objective tabu search (MOTS) algorithm is proposed. Comparing with the traditional MOTS algorithm, this proposed algorithm adds some new methods such as the combination of MOTS algorithm and Pareto solution, the strategy of searching from many directions and the reservation of good solutions. Second, this article also... |
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| Keywords: | aircraft design conceptual design multi-objective optimization tabu search genetic algorithm Pareto optimal |
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