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Multi-objective optimization design of airfoil and wing

机译:机翼和机翼的多目标优化设计

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To extend available monoobjective optimization methods to multiobjective and multidisciplinary optimization, the construction of a suitable resultant objective function (in deterministic method-DM) or a fitness function (in genetic algorithm-GA) is important. An objective function combination method (OFCM) of constructing such a function for constrained optimization problems is suggested. How to use both deterministic and genetic algorithms to biobjective and bidisciplinary optimal design of high performance airfoils and wings is discussed. Numerical results in both 2D (airfoil) and 3D (wing) cases show that the present method can be used to optimaize different kinds of initial airfoils and wings. The performance of optimized shape is improved significantly. The method is successful and effective.
机译:为了将可用的单目标优化方法扩展到多目标和多学科优化,构建合适的结果目标函数(在确定性方法中为DM)或适应度函数(在遗传算法中为GA)是很重要的。提出了一种针对约束优化问题构造此类函数的目标函数组合方法(OFCM)。讨论了如何同时使用确定性算法和遗传算法对高性能机翼和机翼进行双目标和双向优化设计。在2D(机翼)和3D(机翼)情况下的数值结果均表明,本方法可用于优化不同种类的初始机翼和机翼。优化形状的性能显着提高。该方法是成功和有效的。

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