Image reconstruction of two-dimensional impenetrable objects using genetic algorithm

被引:65
作者
Meng, ZQ [1 ]
Takenaka, T [1 ]
Tanaka, T [1 ]
机构
[1] Nagasaki Univ, Dept Elect Engn & Comp Sci, Nagasaki 852, Japan
关键词
D O I
10.1163/156939399X01654
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
A genetic algorithm (GA) approach to reconstruction of the locations and shapes of two-dimensional impenetrable objects from scattered field data is presented. Local shape function method is used in the forward model, while a GA is used to seek for a solution minimizing the discrepancy between the measured and the estimated scattered fields in the inverse process. Some GA operators appropriate for the 2-D objects are proposed to achieve a high convergence rate. Several numerical results are presented to demonstrate the effectiveness of the GA approach.
引用
收藏
页码:95 / 118
页数:24
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