淡江大學機構典藏:Item 987654321/76413
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    題名: Comparative Study of Some Population-based Optimization Algorithms on Inverse Scattering of a Two-Dimensional Perfectly Conducting Cylinder in Slab Medium
    作者: Chiu, Chien-Ching;Sun, Chi-Hsien;Li, Ching-Lieh;Huang, Chung-Hsin
    貢獻者: 淡江大學電機工程學系
    關鍵詞: 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
    日期: 2013-04
    上傳時間: 2012-05-09 15:38:03 (UTC+8)
    出版者: New Jersey: IEEE Geoscience and Remote Sensing Society
    摘要: 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.
    關聯: IEEE Transactions on Geoscience and Remote Sensing 51(4) pt.2, pp.2302-2315
    DOI: 10.1109/TGRS.2012.2208756
    顯示於類別:[電機工程學系暨研究所] 期刊論文

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