A Fast Surrogate Model-Based Algorithm Using Multilayer Perceptron Neural Networks for Microwave Circuit Design

A Fast Surrogate Model-Based Algorithm Using Multilayer Perceptron Neural Networks for Microwave Circuit Design

This paper introduces a novel algorithm for designing a low-pass filter (LPF) and a microstrip Wilkinson power divider (WPD) using a neural network surrogate model. The proposed algorithm is applicable to various microwave devices, enhancing their performance and frequency response. Desirable output...

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Bibliographic Details
Main Authors: Mohammad (Behdad) Jamshidi, Salah I. Yahya, Saeed Roshani, Muhammad Akmal Chaudhary, Yazeed Yasin Ghadi, Sobhan Roshani
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Algorithms
Subjects:
design algorithm
low-pass filter
power divider
neural network
Online Access:https://www.mdpi.com/1999-4893/16/7/324

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https://www.mdpi.com/1999-4893/16/7/324

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