遇见数据集

Numerical and experimental generated data during project https://doi.org/10.1109/TMTT.2023.3318702

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The dataset was generated using a procedure for the globalized design of microwave devices, which employs simplex-based regression models built at the level of operating parameters and performance figures of the circuit of interest. The computational efficiency of our technique stems from the topological simplicity of the surrogate and its updating rules, as well as the nearly linear dependence between the circuit dimensions and its operational parameters. Furthermore, the updating rules of the regression model guarantee convergence of the optimization process. The global search capability of our technique is validated through repetitive optimization of three microstrip circuits. A perfect success rate is demonstrated along with a low (average) computational cost of just about 80 EM analyses of the circuit at hand.

提供机构:
Sławomir Kozieł
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