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首页> 外文期刊>Microwave and optical technology letters >ANFIS MODELS FOR SYNTHESIS OF MICRO-COPLANAR STRIPLINE AND ASYMMETRIC COPLANAR STRIPLINE WITH AN INFINITELY WIDE STRIP
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ANFIS MODELS FOR SYNTHESIS OF MICRO-COPLANAR STRIPLINE AND ASYMMETRIC COPLANAR STRIPLINE WITH AN INFINITELY WIDE STRIP

机译:无限宽条带合成微共面线和不对称共面线的ANFIS模型

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摘要

In this letter, computer-aided design models based on adaptive-network-based fuzzy inference system (ANFIS) for the synthesis of two coplanar stripline structures are presented. These coplanar stripline structures are micro-coplanar stripline and asymmetric coplanar stripline with an infinitely wide strip. Four optimization algorithms, hybrid learning (HL), simulated annealing, least-squares, and genetic, are used to determine optimally the design parameters of the ANFIS models. The results of ANFIS models are compared with the results of quasi-static analysis, synthesis formulas available in the literature, a full-wave electromagnetic simulator IE3D, and experimental works realized in this study. The results of ANFIS models agree with the results of other methods and experimental works. When the performances of ANFIS models are compared with each other, the best results for training and test are obtained from the models trained with HL algorithm.
机译:在这封信中,提出了基于自适应网络的模糊推理系统(ANFIS)的计算机辅助设计模型,用于合成两个共面带状线结构。这些共面的带状线结构是微共面的带状线和无限宽的带状的不对称共面的带状线。四种优化算法,即混合学习(HL),模拟退火,最小二乘和遗传,可用于确定ANFIS模型的设计参数。将ANFIS模型的结果与准静态分析的结果,文献中可用的合成公式,全波电磁模拟器IE3D以及本研究中实现的实验工作进行了比较。 ANFIS模型的结果与其他方法和实验工作的结果一致。将ANFIS模型的性能相互比较时,从采用HL算法训练的模型中可以获得最佳的训练和测试结果。

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