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飞机方案多目标优化的Pareto遗传算法

方卫国 师瑞峰

方卫国, 师瑞峰. 飞机方案多目标优化的Pareto遗传算法[J]. 北京航空航天大学学报, 2003, 29(8): 668-672.
引用本文: 方卫国, 师瑞峰. 飞机方案多目标优化的Pareto遗传算法[J]. 北京航空航天大学学报, 2003, 29(8): 668-672.
Fang Weiguo, Shi Ruifeng. Pareto genetic algorithms for multi-objective optimization of aircraft conceptual design[J]. Journal of Beijing University of Aeronautics and Astronautics, 2003, 29(8): 668-672. (in Chinese)
Citation: Fang Weiguo, Shi Ruifeng. Pareto genetic algorithms for multi-objective optimization of aircraft conceptual design[J]. Journal of Beijing University of Aeronautics and Astronautics, 2003, 29(8): 668-672. (in Chinese)

飞机方案多目标优化的Pareto遗传算法

详细信息
    作者简介:

    方卫国(1969-),男,湖北云梦人,副教授, wgfang@buaa.edu.cn.

  • 中图分类号: V 2216

Pareto genetic algorithms for multi-objective optimization of aircraft conceptual design

  • 摘要: 基于多目标优化问题Pareto最优解的概念,提出了一种求解非劣解集的多目标遗传算法,重点讨论了算法实现中非劣解集的筛选和适应度的计算.将该算法应用于假想的干线客机方案优化设计,要求巡航段升阻比和有用载荷系数两个目标最大,对优化结果进行了分析比较.研究结果显示出MOGA(Multi-Objective Genetic Algorithms)对飞机方案多目标优化设计具有良好的应用前景.

     

  • [1] 林锉云,董加礼.多目标优化的方法与理论[M] 长春:吉林教育出版社,1992.130~138 Lin Cuoyun,Dong Jiali. Theory and methods of multiobjective optimization[M] Changchun:Publishing House of Jilin Education,1992.130~138(in Chinese) [2] 王小平,曹立明. 遗传算法——理论、应用与软件实现[M] 西安:西安交通大学出版社, 2002.115~122 Wang Xiaoping, Cao Liming. Genetic algorithms——theory, application and software implementation[M] Xi'an:Publishing House of Xi'an Jiaotong University, 2002.115~122(in Chinese) [3] 朱浩鹏,李为吉. 结构多目标优化非劣解集的遗传算法[J] 西北工业大学学报,2001,19(1):152~155 Zhu Haopeng,Li Weiji. Multiobjective structural optimization with Pareto genetic algorithm[J] Journal of Northwestern Polytechnical University, 2001, 19(1):152~155(in Chinese) [4] 朱学军,攀 登,王安麟,等. 混合变量多目标优化设计的Pareto遗传算法实现[J] 上海交通大学学报,2000,34(3):411~414 Zhu Xuejun,Pan Deng,Wang Anlin,et al. Multiobjective optimization design with mixed-discrete variables in mechanical engineering via Pareto genetic algorithm[J] Journal of Shanghai Jiaotong University, 2002, 34(3):411~414(in Chinese) [5] Obayashi S. Multidisciplinary design optimization of aircraft wing planform based on evolutionary algorithms. Proceedings of 1998 IEEE International Conference on Systems, Man, and Cybernetics. CA, USA:San Diego,1998, 4:3148~3153 [6] Crossley W A. Optimization for aerospace conceptual design through the use of genetic algorithms. Proceedings of the First NASA/DoD Workshop on Evolvable Hardware. CA, USA:Pasadena,1999. 200~207 [7] 师瑞峰,方卫国. 遗传算法在飞机方案优化中的应用研究[J] 北京航空航天大学学报,2001,27(增刊):21~24 Shi Ruifeng, Fang Weiguo. Application of genetic algorithms to optimization of aircraft conceptual design[J] Journal of Beijing University of Aeronautics and Astronautics, 2001, 27 (Supplement):21~24(in Chinese) [8] Kalsi M, Hacker K, Lewis K. A comprehensive robust design approach for decision trade-offs in complex systems design[J] Journal of Mechanical Design,2001,123(1):1~10
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出版历程
  • 收稿日期:  2002-06-13
  • 网络出版日期:  2003-08-31

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