Surrogate‐based model using auto‐encoder for optimising multi‐band antennas

Surrogate‐based model using auto‐encoder for optimising multi‐band antennas

Abstract This paper suggests an optimisation method to design multi‐band antenna using artificial neural networks. The proposed network, surrogate‐based model using auto‐encoder (SBM‐AE), is composed of two parts, ordinary neural network and auto‐encoder. First, the front neural network predicts the...

Bibliográfalaš dieđut
Váldodahkkit:	Kwi Seob Um, Nam Jik Kim, Seo Weon Heo
Materiálatiipa:	Artihkal
Giella:	English
Almmustuhtton:	Wiley 2022-09-01
Ráidu:	IET Microwaves, Antennas & Propagation
Fáttát:	auto‐encoder broadband antennas neural nets optimisation surrogate based model
Liŋkkat:	https://doi.org/10.1049/mia2.12288

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