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AUTONOMOUS EXPERIMENTAL DESIGN OPTIMIZATION

机译:自主实验设计优化

摘要

Iterative (nondeterministic) optimization of aerodynamic and hydrodynamic surface structures can be accomplished with a computer software program and a system using a combination of a variable encoding length optimization algorithm based on an evolution strategy and an experimental hardware set-up that allows to automatically change the surface properties of the applied material, starting with the overall shape and proceeding via more detailed modifications in local surface areas. The optimization of surface structures may be done with a computing device for calculating optimized parameters of at least one (virtual) surface structure, an experimental hardware set-up for measuring dynamic properties of a specific surface structure, and an interface for feeding calculated parameters from the computing device to the experimental set-up and for feeding measured results back to the computing device as quality values for the next cycle of the optimizing step.
机译:空气动力学和流体动力学表面结构的迭代(不确定性)优化可以通过计算机软件程序和系统来完成,该系统可以结合使用基于进化策略的可变编码长度优化算法和允许自动更改从整体形状开始,然后通过局部表面区域的更详细修改来进行所应用材料的表面特性的处理。表面结构的优化可以通过用于计算至少一个(虚拟)表面结构的优化参数的计算设备,用于测量特定表面结构的动态特性的实验硬件设置以及用于从中馈送计算出的参数的接口来完成。计算设备进行实验设置,并将测量结果作为质量值反馈给计算设备,以用于优化步骤下一个周期。

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