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Integrated Optimization of Airplane Design and Flight Trajectory by New Optimization Method Using a Stochastic Process

机译:利用随机过程的新优化方法对飞机设计和飞行轨迹进行综合优化

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The conventional optimization methods were based on a deterministic approach, since their purpose is to find out an exact solution. However, these methods have initial condition dependence and risk of falling into local solution. In this paper, we propose a new optimization method based on a concept of path integral method used in quantum mechanics. The method obtains a solutions as an expectation (probability average) using a stochastic process. The advantages of this method are not to be affected by initial conditions and not to need techniques based on experiences. We applied the new optimization method to a design of the hang glider. In this problem, not only the hang glider design but also its flight trajectory were optimized. The numerical calculation results showed that the method has a sufficient performance.
机译:常规的优化方法基于确定性方法,因为它们的目的是找到精确的解决方案。但是,这些方法具有初始条件依赖性和陷入局部解决方案的风险。本文基于量子力学中路径积分法的概念,提出了一种新的优化方法。该方法使用随机过程获得作为期望值(概率平均值)的解。该方法的优点不受初始条件的影响,也不需要基于经验的技术。我们将新的优化方法应用于悬挂式滑翔机的设计。在此问题中,不仅对滑翔机设计进行了优化,而且对飞行轨迹进行了优化。数值计算结果表明,该方法具有良好的性能。

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