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Volume 25 Issue 2
Feb.  2003
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Li Dongfeng, Gong Zhonglin. The double-crossover genetic algorithm and its application in radiation pattern synthesis of aperiodic antenna arrays[J]. Journal of Electronics & Information Technology, 2003, 25(2): 242-246.
Citation: Li Dongfeng, Gong Zhonglin. The double-crossover genetic algorithm and its application in radiation pattern synthesis of aperiodic antenna arrays[J]. Journal of Electronics & Information Technology, 2003, 25(2): 242-246.

The double-crossover genetic algorithm and its application in radiation pattern synthesis of aperiodic antenna arrays

  • Received Date: 2001-09-18
  • Rev Recd Date: 2002-02-25
  • Publish Date: 2003-02-19
  • The double-crossover Genetic Algorithm (GA) extending the basic idea of conventional Genetic Algorithms(GAs) is presented. The double-crossover GA with the double-crossover reproduction operation and parametric chromosomes gets rid of the dependence of the convergence of conventional GAs on the initial population, avoids troublesome encoding and decoding, and is more practical and effective than conventional GAs. To illustrate effectiveness and practicality, the double-crossover GA is applied to the scanning radiation pattern synthesis of aperiodic circular arrays. The successful application shows that the double-crossover GA can be used as a general tool for radiation pattern synthesis of antenna arrays.
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  • R.L. Haupt, Thinned arrays using genetic algorithms, IEEE Trans. on Antennas Propagat.,1994, 42(7), 993-999.[2]Dong Feng Li, Zhong Lin Gong, Design of hexagonal planar arrays using genetic algorithms for performance improvement, 2000 2nd International Conference on Microwave and Millimeter Wave Technology Proceedings, Beijing, China, Sept. 2000, 455-460.[3]J. Holland, Adaptation in Nature and Artificial Systems, Ann Arbor, The University of Michigan Press, 1975, chapter 3.[4]D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, New York,Addison-Wesley, 1989, chapter 2.[5]L. Davis, Ed., Genetic Algorithms and Simulated Annealing, Los Altos, CA, Morgan Kaufmann,1987, chapter 2.[6]陈国良,王煦发,庄镇泉,王东生,遗传算法及其应用,北京,人民邮电出版社,1996,28-100.[7]刘勇,康立山,陈屏,非数值并行算法(第二册),遗传算法,北京,科学出版社,1995,38-108. [8]K.K. Yan, Y. Lu, Sidelobe reduction in array-pattern synthesis using genetic algorithms, IEEE Trans. on Antennas Propagat., 1997, 45(7), 1117-1122.[8]D. Marcano, F. Duran, Synthesis of antenna arrays using genetic algorithms, IEEE Antennas and Propagation Magazine, 2000, 42(3), 12-20.[9]佘春峰,杨华中,胡冠章,汪蕙,浮点遗传算法的收敛性及其在模型参数提取问题中的应用,电子学报,2000,28(3),134-136.[10]R. C. Johnson, Antenna Engineering Handbook, Third edition, New York, McGraw-Hill, Inc.,1993, chapter 3.[11]R.J. Mailloux, Phased Array Antenna Handbook, Boston, Artech House, 1993, 81-87.[12]M.T. Ma, Theory and Application of Antenna Arrays, New York, Wiley, 1974, 191-202.
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