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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/76424

    Title: Self-adapting control parameters in dynamic differential evolution on inverse scattering problems: SADDE for inverse scattering
    Authors: Sun, Chi-hsien;Chen, Chien-hung;Huang, Chung-hsin;Chiu, Chien-ching;Li, Ching-lieh
    Contributors: 淡江大學電機工程學系
    Keywords: FDTD;Inverse Scattering;Self-Adaptive Dynamic Differential Evolution
    Date: 2011
    Issue Date: 2012-05-09 16:05:17 (UTC+8)
    Publisher: New York: Institute of Electrical and Electronics Engineers (IEEE)
    Abstract: The application of two techniques for the reconstruction of shape reconstruction of the perfectly conducting cylinder from scattered field measurements is studied in the present paper. These approaches are applied to two-dimensional configurations. After an integral formulation, a discretization using the method of moment (MoM) is applied. The inverse scattering problems are transformed into optimization problems. Considering that the microwave imaging is recast as a nonlinear optimization problem, an objective function is defined by the norm of a difference between the measured scattered electric field and that calculated for an estimated the shape of the perfectly conducting cylinder. Thus, the shape of metallic cylinder can be obtained by minimizing the objective function. In order to solve this inverse scattering problem, two techniques are employed. The first is based on a dynamic differential evolution (DDE). The second is a new version of the DDE algorithm with self-adaptive control parameters (SADDE). Numerical results indicate that the self-adaptive dynamic differential evolution algorithm (SADDE) outperforms the DDE in terms of reconstruction accuracy.
    Relation: Synthetic Aperture Radar (APSAR), 2011 3rd International Asia-Pacific Conference on, pp.1-4
    Appears in Collections:[電機工程學系暨研究所] 會議論文

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