Antenna design using dynamic multi-objective evolutionary algorithm

To enhance the robustness and stability of the antenna design, a novel methodology is presented for modelling the antenna design problem as the constrained optimisation problem (COP). Then a framework is introduced for solving the COP. The framework converts a COP into an equivalent dynamic constrai...

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Vydané v:IET microwaves, antennas & propagation Ročník 12; číslo 13; s. 2065 - 2072
Hlavní autori: Jiao, Ruwang, Sun, Yongzhi, Sun, Jianqing, Jiang, Yuhong, Zeng, Sanyou
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: The Institution of Engineering and Technology 31.10.2018
Predmet:
antenna array
antenna design requirements
antenna design robustness
antenna design stability
constrained optimisation problem
COP
DCMOP
dynamic constrained multiobjective evolutionary algorithm
dynamic constrained multiobjective optimisation problem
evolutionary computation
microstrip antenna arrays
optimisation
patch antenna
Research Article
the antenna design problem
wire antenna
wire antennas
dynamic constrained multiobjective optimisation problem
antenna design requirements
COP
constrained optimisation problem
dynamic constrained multiobjective evolutionary algorithm
patch antenna
antenna design stability
microstrip antenna arrays
evolutionary computation
optimisation
DCMOP
wire antennas
wire antenna
the antenna design problem
antenna design robustness
antenna array
ISSN:1751-8725, 1751-8733
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Abstract To enhance the robustness and stability of the antenna design, a novel methodology is presented for modelling the antenna design problem as the constrained optimisation problem (COP). Then a framework is introduced for solving the COP. The framework converts a COP into an equivalent dynamic constrained multi-objective optimisation problem (DCMOP). A dynamic constrained multi-objective evolutionary algorithm is applied to address the transformed DCMOP, which means the COP as well as the antenna design problem can be solved. Then it is applied to design three classes of antennas: a wire antenna, a patch antenna and an antenna array. Obtained results of these three kinds of antenna suggest that the proposed methods can well satisfy the antenna design requirements.
AbstractList To enhance the robustness and stability of the antenna design, a novel methodology is presented for modelling the antenna design problem as the constrained optimisation problem (COP). Then a framework is introduced for solving the COP. The framework converts a COP into an equivalent dynamic constrained multi‐objective optimisation problem (DCMOP). A dynamic constrained multi‐objective evolutionary algorithm is applied to address the transformed DCMOP, which means the COP as well as the antenna design problem can be solved. Then it is applied to design three classes of antennas: a wire antenna, a patch antenna and an antenna array. Obtained results of these three kinds of antenna suggest that the proposed methods can well satisfy the antenna design requirements.
Author Jiao, Ruwang
Sun, Jianqing
Zeng, Sanyou
Sun, Yongzhi
Jiang, Yuhong
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  organization: 1School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, People's Republic of China
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Issue 13
Keywords dynamic constrained multiobjective optimisation problem
antenna design requirements
COP
constrained optimisation problem
dynamic constrained multiobjective evolutionary algorithm
patch antenna
antenna design stability
microstrip antenna arrays
evolutionary computation
optimisation
DCMOP
wire antennas
wire antenna
the antenna design problem
antenna design robustness
antenna array
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Snippet To enhance the robustness and stability of the antenna design, a novel methodology is presented for modelling the antenna design problem as the constrained...
SourceID crossref
wiley
iet
SourceType Enrichment Source
Index Database
Publisher
StartPage 2065
SubjectTerms antenna array
antenna design requirements
antenna design robustness
antenna design stability
constrained optimisation problem
COP
DCMOP
dynamic constrained multiobjective evolutionary algorithm
dynamic constrained multiobjective optimisation problem
evolutionary computation
microstrip antenna arrays
optimisation
patch antenna
Research Article
the antenna design problem
wire antenna
wire antennas
Title Antenna design using dynamic multi-objective evolutionary algorithm
URI http://digital-library.theiet.org/content/journals/10.1049/iet-map.2018.5298
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