| 启发式算法在大飞机设计中的应用综述 |
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| 引用本文： | 武虎子,唐长红,耿建中,姚海林.启发式算法在大飞机设计中的应用综述[J].飞行力学,2012,30(2):101-104. |
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| 作者姓名： | 武虎子 唐长红 耿建中 姚海林 |
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| 作者单位： | 中航工业第一飞机设计研究院总体气动研究所,陕西西安,710089 |
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| 摘 要： | 主要介绍了神经网络系统、遗传算法、粒子群算法、模拟退火算法、支持向量机几种启发式优化算法(Heuristic Optimization Algorithm,HOA)在大飞机设计领域的发展和应用现状,对比分析了算法在航空工程设计上的优缺点,展望了启发式算法的发展方向,为大飞机设计提供了宝贵的理论和经验。
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| 关 键 词： | 启发式优化算法 大飞机设计 应用现状 发展方向 |
Application review of heuristic optimization algorithm in large aircraft design |
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| WU Hu-zi
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TANG Chang-hong
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GENG Jian-zhong
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Yao Hai-lin.Application review of heuristic optimization algorithm in large aircraft design[J].Flight Dynamics,2012,30(2):101-104. |
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| Authors: | WU Hu-zi TANG Chang-hong GENG Jian-zhong Yao Hai-lin |
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| Institution: | (General Configuration and Aerodynamic Institute,The First Aircraft Institute of AVIC, Xi’an 710089,China) |
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| Abstract: | The development trends and application status of several algorithms including neural networks system(NNS),genetic algorithm(GA),particle swarm algorithm(PSA),simulated annealing algorithm(SAA)and support vector machine(SVM),which used in the field of large aircraft design(LAD) are briefly retrospected and introduced.An associated advantage and disadvantage for algorithm in engineering is compared and analyzed.Before close,the developing concentration of this subject in China is prospected,which give valuable theory and experience in LAD. |
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| Keywords: | heuristic optimization algorithm large aircraft design status of application development trends |
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