Search search
submit Submit
Publication Date
to
Vol. 122
Latest Volume
All Volumes
PIER 179 [2024] PIER 178 [2023] PIER 177 [2023] PIER 176 [2023] PIER 175 [2022] PIER 174 [2022] PIER 173 [2022] PIER 172 [2021] PIER 171 [2021] PIER 170 [2021] PIER 169 [2020] PIER 168 [2020] PIER 167 [2020] PIER 166 [2019] PIER 165 [2019] PIER 164 [2019] PIER 163 [2018] PIER 162 [2018] PIER 161 [2018] PIER 160 [2017] PIER 159 [2017] PIER 158 [2017] PIER 157 [2016] PIER 156 [2016] PIER 155 [2016] PIER 154 [2015] PIER 153 [2015] PIER 152 [2015] PIER 151 [2015] PIER 150 [2015] PIER 149 [2014] PIER 148 [2014] PIER 147 [2014] PIER 146 [2014] PIER 145 [2014] PIER 144 [2014] PIER 143 [2013] PIER 142 [2013] PIER 141 [2013] PIER 140 [2013] PIER 139 [2013] PIER 138 [2013] PIER 137 [2013] PIER 136 [2013] PIER 135 [2013] PIER 134 [2013] PIER 133 [2013] PIER 132 [2012] PIER 131 [2012] PIER 130 [2012] PIER 129 [2012] PIER 128 [2012] PIER 127 [2012] PIER 126 [2012] PIER 125 [2012] PIER 124 [2012] PIER 123 [2012] PIER 122 [2012] PIER 121 [2011] PIER 120 [2011] PIER 119 [2011] PIER 118 [2011] PIER 117 [2011] PIER 116 [2011] PIER 115 [2011] PIER 114 [2011] PIER 113 [2011] PIER 112 [2011] PIER 111 [2011] PIER 110 [2010] PIER 109 [2010] PIER 108 [2010] PIER 107 [2010] PIER 106 [2010] PIER 105 [2010] PIER 104 [2010] PIER 103 [2010] PIER 102 [2010] PIER 101 [2010] PIER 100 [2010] PIER 99 [2009] PIER 98 [2009] PIER 97 [2009] PIER 96 [2009] PIER 95 [2009] PIER 94 [2009] PIER 93 [2009] PIER 92 [2009] PIER 91 [2009] PIER 90 [2009] PIER 89 [2009] PIER 88 [2008] PIER 87 [2008] PIER 86 [2008] PIER 85 [2008] PIER 84 [2008] PIER 83 [2008] PIER 82 [2008] PIER 81 [2008] PIER 80 [2008] PIER 79 [2008] PIER 78 [2008] PIER 77 [2007] PIER 76 [2007] PIER 75 [2007] PIER 74 [2007] PIER 73 [2007] PIER 72 [2007] PIER 71 [2007] PIER 70 [2007] PIER 69 [2007] PIER 68 [2007] PIER 67 [2007] PIER 66 [2006] PIER 65 [2006] PIER 64 [2006] PIER 63 [2006] PIER 62 [2006] PIER 61 [2006] PIER 60 [2006] PIER 59 [2006] PIER 58 [2006] PIER 57 [2006] PIER 56 [2006] PIER 55 [2005] PIER 54 [2005] PIER 53 [2005] PIER 52 [2005] PIER 51 [2005] PIER 50 [2005] PIER 49 [2004] PIER 48 [2004] PIER 47 [2004] PIER 46 [2004] PIER 45 [2004] PIER 44 [2004] PIER 43 [2003] PIER 42 [2003] PIER 41 [2003] PIER 40 [2003] PIER 39 [2003] PIER 38 [2002] PIER 37 [2002] PIER 36 [2002] PIER 35 [2002] PIER 34 [2001] PIER 33 [2001] PIER 32 [2001] PIER 31 [2001] PIER 30 [2001] PIER 29 [2000] PIER 28 [2000] PIER 27 [2000] PIER 26 [2000] PIER 25 [2000] PIER 24 [1999] PIER 23 [1999] PIER 22 [1999] PIER 21 [1999] PIER 20 [1998] PIER 19 [1998] PIER 18 [1998] PIER 17 [1997] PIER 16 [1997] PIER 15 [1997] PIER 14 [1996] PIER 13 [1996] PIER 12 [1996] PIER 11 [1995] PIER 10 [1995] PIER 09 [1994] PIER 08 [1994] PIER 07 [1993] PIER 06 [1992] PIER 05 [1991] PIER 04 [1991] PIER 03 [1990] PIER 02 [1990] PIER 01 [1989]
All Journals
PIER PIER B PIER C PIER M PIER Letters
2011-11-16
A Hybrid Method Based on Differential Evolution and Continuous Ant Colony Optimization and Its Application on Wideband Antenna Design
By
Lei Chang,

    Dr. Lei Chang

    No. 36 Research Institute of CETC

    China

    Homepage

Cheng Liao,

    Dr. Cheng Liao

    Southwest Jiaotong University

    China

    Homepage

Wenbin Lin,

    Dr. Wenbin Lin

    Southwest Jiaotong University

    China

    Homepage

Ling-Lu Chen,

    Dr. Ling-Lu Chen

    Institute of Electromagnetics

    Southwest Jiaotong University

    China

    Homepage

Xuan Zheng

    Dr. Xuan Zheng

    Southwest Electron Equipment Institute

    China

    Homepage

Progress In Electromagnetics Research, Vol. 122, 105-118, 2012
doi:10.2528/PIER11092207
Abstract
An evolutionary learning algorithm based on differential evolution strategy (DES) and continuous ant colony optimization (CACO) for wideband antenna design is proposed. The advantages of this hybrid method are demonstrated with several mathematical functions and a linear array pattern synthesis. This method is applied to design an E-shaped wideband patch antenna, which achieves the impedance bandwidth 4.8 ~ 6.53 GHz. We compare the hybrid method with the traditional DES and CACO optimization algorithms, and the advantage of this hybrid method over the DES and the CACO is also demonstrated.
Citation
Lei Chang, Cheng Liao, Wenbin Lin, Ling-Lu Chen, and Xuan Zheng, "A Hybrid Method Based on Differential Evolution and Continuous Ant Colony Optimization and Its Application on Wideband Antenna Design," Progress In Electromagnetics Research, Vol. 122, 105-118, 2012.
doi:10.2528/PIER11092207
References

1. Siakavara, K., "Novel fractal antenna arrays for satellite networks: Circular ring sierpinski carpet arrays optimized by genetic algorithms ," Progress In Electromagnetics Research, Vol. 103, 115-138, 2010.
doi:10.2528/PIER10020110

2. Reza, A. W., M. S. Sarker, and K. Dimyati, "A novel integrated mathematical approach of ray-tracing and genetic algorithm for optimizing indoor wireless coverage ," Progress In Electromagnetics Research, Vol. 110, 147-162, 2010.
doi:10.2528/PIER10091701

3. Dadgarnia, A. and A. A. Heidari, "A fast systematic approach for microstrip antenna design and optimization using ANFIS and GA," Journal of Electromagnetic Waves and Applications, Vol. 24, No. 16, 2207-2221, 2010.
doi:10.1163/156939310793699037

4. Xu, O., "Collimation lens design using AI-GA technique for gaussian radiators with arbitrary aperture field distribution," Journal of Electromagnetic Waves and Applications, Vol. 25, No. 5-6, 743-754, 2011.
doi:10.1163/156939311794827113

5. Islam, M. T., M. Moniruzzaman, N. Misran, and M. N. Shakib, "Curve fitting based particle swarm optimization for UWB patch antenna," Journal of Electromagnetic Waves and Applications, Vol. 23, No. 17-18, 2421-2432, 2009.

6. Naghavi, A. H., M. Tondro-Aghmiyouni, M. Jahanbakht, and A. A. Lotfi Neyestanak, "Hybrid wideband microstrip Wilkinson power divider based on lowpass filter optimized using particle swarm method," Journal of Electromagnetic Waves and Applications, Vol. 24, No. 14-15, 1877-1886, 2010.

7. Wang, W.-B., Q. Feng, and D. Liu, "Application of chaotic particle swarm optimization algorithm to pattern synthesis of antenna arrays," Progress In Electromagnetics Research, Vol. 115, 173-189, 2011.

8. Jin, N. B. and Y. Rahmat-Samii, "Parallel particle swarm optimization and finite-difference time-domain (PSO/FDTD) algorithm for multiband and wide-band patch antenna designs," IEEE Trans. on Antennas and Propagat., Vol. 53, No. 11, 3459-3468, 2005.
doi:10.1109/TAP.2005.858842

9. Guney, K. and M. Onay, "Amplitude-only pattern nulling of linear antenna arrays with the use of bees algorithm," Progress In Electromagnetics Research, Vol. 70, 21-36, 2007.
doi:10.2528/PIER07011204

10. Guney, K. and M. Onay, "Synthesis of thinned linear antenna arrays using bees algorithm," Microwave and Optical Technology Letters, Vol. 53, No. 4, 795-799, 2011.
doi:10.1002/mop.25850

11. Zheng, X., C. Liao, L. Chang, J. Fang, and H. J. Fu, "Automated design of an ultra-wideband microstrip patch antenna," ICMTCE, The International Conference on Microwave Technology & Computational Electromagnetics, 80-83, Beijing, China, 2009.

12. Storn, R. and K. Price, "Differential evolution --- A simple and efficient heuristic for global optimization over continuous spaces," Journal of Global Optimization, Vol. 11, No. 4, 341-359, 1997.
doi:10.1023/A:1008202821328

13. Qing, A. Y., "Dynamic differential evolution strategy and applications in electromagnetic inverse scattering problems," IEEE Transactions on Geoscience and Remote Sensing, Vol. 44, No. 1, 116-125, 2006.
doi:10.1109/TGRS.2005.859347

14. Goudos, S. K., Z. D. Zaharis, and T. V. Yioultsis, "Application of a differential evolution algorithm with strategy adaptation to the design of muti-band microwave filters for wireless communications," Progress In Electromagnetics Research, Vol. 109, 123-137, 2010.
doi:10.2528/PIER10081704

15. Goudos, S. K., K. Siakavara, T. Samaras, E. E. Vafiadis, and J. N. Sahalos, "Self-adaptive differential evolution applied to real-valued antenna and microwave design problems ," IEEE Trans. on Antennas and Propagat., Vol. 59, No. 4, 1286-1298, 2011.
doi:10.1109/TAP.2011.2109678

16. Goudos, S. K., K. Siakavara, E. Vafiadis, and J. N. Sahalos, "Pareto optimal Yagi-Uda antenna design using multi-objective differential evolution," Progress In Electromagnetics Research, Vol. 105, 231-251, 2010.
doi:10.2528/PIER10052302

17. Li, J.-Y., "A bi-swarm optimizing strategy and its application of antenna design," Journal of Electromagnetic Waves and Applications, Vol. 23, No. 14-15, 1877-1886, 2009.
doi:10.1163/156939309789932449

18. Xie, L., Y.-C. Jiao, Y.-Q. Wei, and G. Zhao, "A compact band-notched UWB antenna optimized by a novel self-adaptive differential evolution algorithm ," Journal of Electromagnetic Waves and Applications, Vol. 24, No. 17-18, 2353-2361, 2010.
doi:10.1163/156939310793675817

19. Zhang, L., Z. Cui, Y. C. Jiao, and F. S. Zhang, "Broadband patch antenna design using differential evolution algorithm," Microwave and Optical Technology Letters, Vol. 51, No. 7, 1692-1695, 2009.
doi:10.1002/mop.24423

20. Dib, N. I., S. K. Goudos, and H. Muhsen, "Application of taguchi's optimization method and self-adaptive differential evolution to the synthesis of linear antenna arrays," Progress In Electromagnetics Research, Vol. 102, 159-180, 2010.
doi:10.2528/PIER09122306

21. Li, R., L. Xu, X.-W. Shi, N. Zhang, and Z.-Q. Lv, "Improved differential evolution strategy for antenna array pattern synthesis problems," Progress In Electromagnetics Research, Vol. 113, 429-441, 2011.

22. Li, F., Y.-C. Jiao, L.-S. Ren, Y.-Y. Chen, and L. Zhang, "Pattern synthesis of concentric ring array antennas by differential evolution algorithm," Journal of Electromagnetic Waves and Applications, Vol. 25, No. 2-3, 421-430, 2011.
doi:10.1163/156939311794362777

23. Chen, Y. K., S. W. Yang, and Z. P. Nie, "The application of a modified differential evolution strategy to some array pattern synthesis problems ," IEEE Trans. on Antennas and Propagat., Vol. 56, No. 7, 1919-1927, 2008.
doi:10.1109/TAP.2008.924713

24. Dorigo, M. and T. StÄutzle, Ant Colony Optimization, The MIT Press, 2003.
doi:10.1007/978-3-540-87527-7

25. Luo, D. L., H. P. Chen, S. X. Wu, and Y. X. Shi, "Hybrid ant colony multi-objective optimization for flexible job shop scheduling problems," Journal of Internet Technology, Vol. 11, No. 3, 361-369, 2010.

26. Xing, L. N., Y. W. Chen, P. Wang, Q. S. Zhao, and J. Xiong, "Knowledge-based ant colony optimization for flexible job shop scheduling problems," Applied Soft Computing, Vol. 10, No. 3, 888-896, 2010.
doi:10.1016/j.asoc.2009.10.006

27. Quevedo-Teruel, Q. and E. Rajo-Iglesias, "Ant colony optimization in thinned array synthesis with minimum sidelobe level," IEEE Antennas and Wireless Propag. Lett., Vol. 5, 349-352, 2006.
doi:10.1109/LAWP.2006.880693

28. Bilchev, B. and I. C. Parmee, "The ant colony metaphor for searching continuous design spaces," Proceedings of the AISB Workshop on Evolutionary Computation, Lecture Notes in Computer Science, Vol. 993, 25-39, 1995.

29. Zhang, H. M., M. Z. Gao, and X. F. Zhang, "Continuous ant colony optimization algorithm based on crossover and mutation," Journal of China University of Metrology, Vol. 20, No. 3, 259-262, 2009.

30. Hosseini, S. A. and Z. Atlasbaf, "Optimization of side lobe level and fixing quasi-nulls in both of the sum and difference patterns by using continuous ant colony optimization (ACO) method," Progress In Electromagnetics Research, Vol. 79, 321-337, 2008.
doi:10.2528/PIER07102901

31. Coelho, L. D. and D. L. D. Bernert, "A modified ant colony optimization algorithm based on differential evolution for chaotic synchronization," Expert Systems with Applications, Vol. 37, No. 6, 4198-4203, 2010.
doi:10.1016/j.eswa.2009.11.002

32. Khushaba, R. N., A. Al-Ani, A. AlSukker, and A. Al-Jumaily, "A combined ant colony and differential evolution feature selection algorithm," ANTS, Proceedings of the 6th International Conference on Ant Colony Optimization and Swarm Intelligence, 1-12, 2008.
doi:10.1007/978-3-540-87527-7_1

Download Full Article (233) View Full Article volume
The EM Academy piers.org jpier.org Who's Who in EM
Copyright © 2022 The Electromagnetics Academy. All Rights Reserved.