| 粒子群优化算法在无人机设计中的应用 |
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| 引用本文： | 易华辉,宋笔锋. 粒子群优化算法在无人机设计中的应用[J]. 军械工程学院学报, 2005, 17(5): 13-16 |
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| 作者姓名： | 易华辉 宋笔锋 |
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| 作者单位： | 西北工业大学航空学院 陕西西安710072(易华辉)，西北工业大学航空学院 陕西西安710072(宋笔锋) |
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| 摘 要： | 介绍了基本粒子群优化算法的思想、步骤,针对其有时会出现粒子在最优解附近“振荡”的现象,使用加入惯性权重因子的复合粒子群优化算法来对无人机(UAV)进行优化设计。最后以意大利研制成功的喷气无人机(米拉奇-100)为例对该算法进行了验算和仿真。由结果可知,该机的实际起飞重量与优化结果十分相似,证明了优化计算的可行性和高精度。
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| 关 键 词： | 粒子群优化算法 无人机 优化设计 |
| 文章编号： | 1008-2956(2005)05-0013-04 |
| 修稿时间： | 2005-06-25 |
Particle Swarm Optimization Algorithm and its Application in Design Optimization of the UAV |
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| YI Hua-hui,SONG Bi-feng. Particle Swarm Optimization Algorithm and its Application in Design Optimization of the UAV[J]. Journal of Ordnance Engineering College, 2005, 17(5): 13-16 |
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| Authors: | YI Hua-hui SONG Bi-feng |
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| Abstract: | This paper introduces the principle and process of the basic particle swarm optimization algorithm(PSO).We use the multiple PSO which plus the inertia weigh w to design the unmanned aerial vehicle(UAV),because the particles sometime surge about optimum solution.In the end of the paper we use a kind of UAV(Mirache-100) made in Italy to prove and simulate the algorithm.Simulation result shows that the result of the optimization is resemble to the practice,and the algorithm is feasible,reasonable and of high precision. |
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| Keywords: | particle swarm optimization unmanned aerial vehicle optimization design |
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