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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/76413

    Title: Comparative Study of Some Population-based Optimization Algorithms on Inverse Scattering of a Two-Dimensional Perfectly Conducting Cylinder in Slab Medium
    Authors: Chiu, Chien-Ching;Sun, Chi-Hsien;Li, Ching-Lieh;Huang, Chung-Hsin
    Contributors: 淡江大學電機工程學系
    Keywords: Terms—Asynchronous particle swarm optimization (APSO);cubic spline;dynamic differential evolution (DDE);finite difference time domain (FDTD);inverse scattering;particle swarm optimization (PSO);self-adaptive dynamic differential evolution (SADDE);time domain
    Date: 2013-04
    Issue Date: 2012-05-09 15:38:03 (UTC+8)
    Publisher: New Jersey: IEEE Geoscience and Remote Sensing Society
    Abstract: The application of four techniques for the shape reconstruction of a 2-D metallic cylinder buried in dielectric slab medium by measured the cattered fields outside is studied in the paper. The finite-difference time-domain (FDTD) technique is employed for electromagnetic analyses for both the forward and inverse scattering problems, while the shape reconstruction problem is transformed into optimization one during the course of inverse scattering. Then, four techniques including asynchronous particle swarm optimization (APSO), PSO, dynamic differential evolution (DDE) and self-adaptive DDE (SADDE) are applied to reconstruct the location and shape of the 2-Dmetallic cylinder for comparative purposes. The statistical performances of these algorithms are compared. The results show that SADDE outperforms PSO, APSO and DDE in terms of the ability of exploring the optima. However, these results are considered to be indicative and do not generally apply to all optimization problems in electromagnetics.
    Relation: IEEE Transactions on Geoscience and Remote Sensing 51(4) pt.2, pp.2302-2315
    DOI: 10.1109/TGRS.2012.2208756
    Appears in Collections:[Graduate Institute & Department of Electrical Engineering] Journal Article

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