Image Reconstruction of Two-Dimensional Impenetrable Objects Using Genetic Algorithm
- 1 January 1999
- journal article
- Published by Taylor & Francis in Journal of Electromagnetic Waves and Applications
- Vol. 13 (1) , 95-118
- https://doi.org/10.1163/156939399x01654
Abstract
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.Keywords
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