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Sequential design of experiments techniques for the optimization design of electromagnetic devices

机译:电磁设备优化设计的实验技术顺序设计

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Three sequential design of experiments (uniform, Latin hypercube and central composite designs) techniques are presented to deal with the optimization design problems of electromagnetic devices. These methods can be employed not only as the sampling techniques for the sequential optimization method, but also as a direct sampling optimization method. Thereafter, we use a TEAM Workshop problem to demonstrate the efficiency of the proposed methods. From the experiments and the comparison, we can see that the proposed methods can produce satisfactory solutions, and the compute cost of the total finite element analysis can be remarkably reduced.
机译:提出了三种顺序设计的实验技术(均匀,拉丁超立方体和中央复合设计)来解决电磁设备的优化设计问题。这些方法不仅可以用作顺序优化方法的采样技术,还可以用作直接采样优化方法。此后,我们使用TEAM Workshop问题来证明所提出方法的效率。从实验和比较中可以看出,所提方法能够产生令人满意的解,并且可以显着降低总有限元分析的计算成本。

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