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作者:

Zhang, Wei (Zhang, Wei.) | Feng, Feng (Feng, Feng.) | Yan, Shuxia (Yan, Shuxia.) | Na, Weicong (Na, Weicong.) | Ma, Jianguo (Ma, Jianguo.) | Zhang, Qi-Jun (Zhang, Qi-Jun.)

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EI Scopus SCIE

摘要:

For the high-performance microwave component and system design, besides electromagnetic (EM) physics domain, we also need to consider the operation of the real-world multiphysics (MP) environment that contains the effects of other physics domains. EM-centric MP analysis and design optimization become very important. In this article, for the first time, we develop a novel parallel EM-centric multiphysics optimization (MPO) technique. In our proposed technique, the pole/residue-based transfer function is exploited to build an effective and robust surrogate model. A group of modified quadratic mapping functions is formulated to map the relationships between pole/residues of the transfer function and the design variables. Multiple EM-centric MP evaluations are performed in parallel to generate the training samples for establishing the surrogate model. Using our proposed technique, the surrogate model can be valid in a relatively large neighborhood, which makes an effective and large optimization update in each optimization iteration. The trust region algorithm is performed to guarantee the convergence of the proposed MPO algorithm. Our proposed MPO technique takes a small number of iterations to obtain the optimal EM-centric MP response. Two microwave filter examples are used to demonstrate the validity of the proposed technique.

关键词:

Electromagnetic (EM) microwave components multiphysics optimization (MPO) parallel computation surrogate model

作者机构:

  • [ 1 ] [Zhang, Wei]Tianjin Univ, Sch Microelect, Tianjin 300072, Peoples R China
  • [ 2 ] [Zhang, Wei]Carleton Univ, Dept Elect, Ottawa, ON K1S 5B6, Canada
  • [ 3 ] [Feng, Feng]Carleton Univ, Dept Elect, Ottawa, ON K1S 5B6, Canada
  • [ 4 ] [Zhang, Qi-Jun]Carleton Univ, Dept Elect, Ottawa, ON K1S 5B6, Canada
  • [ 5 ] [Yan, Shuxia]Tianjin Polytech Univ, Dept Elect & Informat Engn, Tianjin 300387, Peoples R China
  • [ 6 ] [Na, Weicong]Beijing Univ Technol, Fac Informat Technol, Beijing 100022, Peoples R China
  • [ 7 ] [Ma, Jianguo]Guangdong Univ Technol, Sch Comp Sci & Technol, Guangzhou 510006, Peoples R China

通讯作者信息:

  • [Feng, Feng]Carleton Univ, Dept Elect, Ottawa, ON K1S 5B6, Canada

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来源 :

IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

ISSN: 0018-9480

年份: 2020

期: 2

卷: 68

页码: 479-489

4 . 3 0 0

JCR@2022

ESI学科: ENGINEERING;

ESI高被引阀值:28

JCR分区:2

被引次数:

WoS核心集被引频次: 26

SCOPUS被引频次: 15

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 1

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