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Design of microwave structures with MEFISTO-3D NOVA and MATLAB optimization and neural network toolboxes

机译:使用MEFISTO-3D NOVA和MATLAB优化以及神经网络工具箱设计微波结构

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This paper introduces two time-domain field-based optimization procedures for microwave engineering. The methods are built on the foundations of MATLAB's optimization and neural network toolboxes. The first procedure makes use of a direct connection linking MATLAB's optimization toolbox with MEFISTO-3D NOVA. In this approach the field simulator acts as an objective function server for the optimization toolbox; these two programs work cooperatively with each other to tune the structure parameters to obtain a target response. The second procedure is an indirect optimization approach that makes use of MATLAB's neural network toolbox in conjunction with MEFISTO-3D Nova to create a neural network model to emulate the structure of interest; the resulting neural network model is then used an objective function server in a normal MATLAB optimization process.
机译:本文介绍了两种基于时域场的微波工程优化程序。这些方法建立在MATLAB优化和神经网络工具箱的基础上。第一个过程利用直接连接将MATLAB的优化工具箱与MEFISTO-3D NOVA链接在一起。在这种方法中,现场模拟器充当优化工具箱的目标功能服务器;这两个程序相互协作以调整结构参数以获得目标响应。第二个过程是一种间接优化方法,该方法利用MATLAB的神经网络工具箱结合MEFISTO-3D Nova来创建一个神经网络模型来模拟感兴趣的结构。然后,在正常的MATLAB优化过程中,将得到的神经网络模型用于目标函数服务器。

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