An Improved Evolution Strategy and Its Application to Inverse Scattering in Microwave Imaging

被引:7
|
作者
Yang, Lin [1 ]
Yang, Shiyou [2 ]
Ho, S. L. [1 ]
Fu, W. N. [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
[2] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
关键词
Binary tree archive; evolution strategy (ES); inverse scattering; microwave imaging;
D O I
10.1109/TMAG.2014.2362300
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an efficient and reliable inversion methodology for microwave imaging based on an improved evolution strategy. The proposed non-parametric mutation process, adaptive tradeoff between convergence speed and solution quality during iterations, flexible hybridization strategy, and non-revisiting property are demonstrated to have excellent performance for solving inverse problems with expensive computational evaluations. The numerical results and comparisons with other well developed algorithms as reported positively confirm the feasibilities and advantages of the proposed algorithm.
引用
收藏
页数:4
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