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A dynamic evolutionary algorithm and its application in automated antenna design

Authors:

Zu Yan,

Bo XiaoAuthors Info & Claims

GEC '09: Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation

Pages 929 - 932

https://doi.org/10.1145/1543834.1543976

Published: 12 June 2009 Publication History

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Abstract

An X-band antenna has been designed for NASA's Space Technology 5 (ST5) spacecraft by using genetic algorithm. It had been deployed on schedule on March 22-June 30 2006 and became the first evolved hardware in space. It is known that antenna design is a complicated optimization problem with many constraints. In this paper, we take a different way to solve antenna problems: A dynamic evolutionary algorithm (DEA) is designed for solving general constrained optimization problems and well tested by a kit of benchmark constrained problems firstly. Then the algorithm is used to solve antenna design problems.Simulation results are quite promising. Our evolved antennas are quite competitive with NASA's. The algorithm will be applied in real antenna design in our future work.

References

[1]

Lohn, J.D.; Linden, D.S.; Hornby, G.S.; Kraus, W.F.; Rodriguez-Arroyo, A.; Seufert, S.E., "Evolutionary design of an X-band antenna for NASA's space technology 5 mission," Evolvable Hardware, 2003. Proceedings. NASA/DoD Conference on, vol., no., pp. 155--163, 2003

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J. J. Liang, T. P. Runarsson, E. Mezura-Montes, M. Clerc, P. N. Suganthan, C. A. C. Coello, and K. Deb, "Problem definitions and evaluation criteria for the CEC2006 special session on constrained real-parameter optimization," 2006. {Online}. Available

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Sanyou Zeng, Hui Shi, Hui Li, Guang Chen, Lixin Ding, Lishan Kang, A Lower-dimensional-Search Evolutionary Algorithm and Its Application in Constrained Optimization Problems, In Proceedings of the 2007 Congress on Evolutionary Computatoin (CEC'07). 2007, Singapore, pp.1255--1260

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Tetsuyuki Takahama and Setsuko Sakai, Constrained Optimization by the µ-Constrained Differential Evolution with Gradient-Based Mutation and Feasible Elites, In Proceedings of the 2006 Congress on Evolutionary Computatoin (CEC'06). 2006,Canada, pp308--315.

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Guo JZou JWang YZhao XYu L(2010)A synthesis of four-branch microwave antenna by evolution algorithm and orthogonal experimentProceedings of the 5th international conference on Advances in computation and intelligence10.5555/1926680.1926738(487-495)Online publication date: 22-Oct-2010
https://dl.acm.org/doi/10.5555/1926680.1926738
Guo JZou JWang YZhao XYu L(2010)A Synthesis of Four-Branch Microwave Antenna by Evolution Algorithm and Orthogonal ExperimentAdvances in Computation and Intelligence10.1007/978-3-642-16493-4_49(487-495)Online publication date: 2010
https://doi.org/10.1007/978-3-642-16493-4_49

Index Terms

A dynamic evolutionary algorithm and its application in automated antenna design
1. Computing methodologies
  1. Artificial intelligence
    1. Search methodologies
      1. Heuristic function construction

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Published In

GEC '09: Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation

June 2009

1112 pages

ISBN:9781605583266

DOI:10.1145/1543834

General Chairs:
Lihong Xu
Tongji University, China
,
Erik D. Goodman
Michigan State University, USA
,
Program Chairs:
Guoliang Chen
University of Sci. & Tech. of China
,
Darrell Whitley
Colorado State University, USA
,
Yongsheng Ding
Donghua University, China

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Association for Computing Machinery

New York, NY, United States

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Published: 12 June 2009

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GEC '09: GEC '09 - ACM/SIGEVO Genetic and Evolutionary Computation Summit

June 12 - 14, 2009

Shanghai, China

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Guo JZou JWang YZhao XYu L(2010)A synthesis of four-branch microwave antenna by evolution algorithm and orthogonal experimentProceedings of the 5th international conference on Advances in computation and intelligence10.5555/1926680.1926738(487-495)Online publication date: 22-Oct-2010
https://dl.acm.org/doi/10.5555/1926680.1926738
Guo JZou JWang YZhao XYu L(2010)A Synthesis of Four-Branch Microwave Antenna by Evolution Algorithm and Orthogonal ExperimentAdvances in Computation and Intelligence10.1007/978-3-642-16493-4_49(487-495)Online publication date: 2010
https://doi.org/10.1007/978-3-642-16493-4_49

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Design of U-shaped feed structured antenna for ultrawideband application

Design of Microstrip Patch Antenna Array for Traffic Speed Detector Application

A Novel Design of Circular Monopole Antenna for Wireless Applications

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