Vol. 79

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2007-10-19

Application of the Invasive Weed Optimization Technique for Antenna Configurations

By Ali Reza Mallahzadeh, Homayoon Oraizi, and Zahra Davoodi-Rad
Progress In Electromagnetics Research, Vol. 79, 137-150, 2008
doi:10.2528/PIER07092503

Abstract

In this paper a novel numerical optimization technique for antenna configurations is introduced. This algorithm is inspired from colonizing weeds, which is shown to be very robust and adaptive to changes in the environment. Thus, capturing their properties would lead to a powerful optimization algorithm. The feasibility, efficiency and effectiveness of the proposed algorithm for optimization of antenna problems are examined by a set of antenna configurations. The obtained results are compared with a particle swarm optimization technique which is widely used in antenna optimization. Numerical results show that there is a good agreement between the corresponding results.

Citation

 (See works that cites this article)
Ali Reza Mallahzadeh, Homayoon Oraizi, and Zahra Davoodi-Rad, "Application of the Invasive Weed Optimization Technique for Antenna Configurations," Progress In Electromagnetics Research, Vol. 79, 137-150, 2008.
doi:10.2528/PIER07092503
http://jpier.org/PIER/pier.php?paper=07092503

References


    1. Rahmat-Samii, Y.and E.Mic hielssen, Electromagnetic Optimization by Genetic Algorithms, Wiley, 1999.

    2. Lu, Y.Q.and J.Y.Li, "Optimization of broadband top-load antenna using micro-genetic algorithm," Journal of Electromagnetic Waves and Applications, Vol. 20, No. 6, 793-801, 2006.
    doi:10.1163/156939306776143370

    3. Mahanti, G.K., N.P athak, and P.Mahan ti, "Synthesis of thinned linear antenna arrays with fixed sidelobe level using realcoded genetic algorithm," Progress In Electromagnetics Research, Vol. 75, 319-328, 2007.
    doi:10.2528/PIER07061304

    4. Mahanti, G.K., A.Chakrabart y, and S.Das, "Phase-only and amplitude-phase only synthesis of dual-beam pattern linear antenna arrays using floating-point genetic algorithms," Progress In Electromagnetics Research, Vol. 68, 247-259, 2007.
    doi:10.2528/PIER06072301

    5. Sijher, T.S.and A.A.Kishk, "Antenna modeling by infinitesimal dipoles using genetic algorithms," Progress In Electromagnetics Research, Vol. 52, 225-254, 2005.
    doi:10.2528/PIER04081801

    6. Robinson, J.and Y.Rahmat-Samii, "Particle swarm optimization in electromagnetics," IEEE Trans. Antennas Propag., Vol. 52, 397-407, 2004.
    doi:10.1109/TAP.2004.823969

    7. Lee, K.C.and J.Y.Jhang, "Application of particle swarm algorithm to the optimization of unequally spaced antenna arrays," Journal of Electromagnetic Waves and Applications, Vol. 20, No. 14, 2001-2012, 2006.
    doi:10.1163/156939306779322747

    8. Chen, T. B., Y. L. Dong, Y.-C. Jiao, and F.-S. Zhang, "Synthesizes of circular antenna array using crossed particle swarm optimization algorithm," Journal of Electromagnetic Waves and Applications, Vol. 20, No. 13, 1785-1795, 2006.
    doi:10.1163/156939306779292273

    9. Boeringer, D.and D.Werner, "Particle swarm optimization versus genetic algorithms for phased array synthesis," IEEE Trans. Antennas Propag., Vol. 52, 771-779, 2004.
    doi:10.1109/TAP.2004.825102

    10. Karaboga, N., K.Guney, and A.Akdagli, "Null steering of linear antenna arrays with use of modified touring ant-colony optimization algorithm," Wiley Periodicals, 375-383, 2002.

    11. Coleman, C., E.Rothwell, and J. Ross, "Investigation of simulated annealing, ant-colony optimization, and genetic algorithms for self-structuring antennas," IEEE Trans. Antennas Propag., Vol. 52, No. 4, 1007-1014, 2004.
    doi:10.1109/TAP.2004.825658

    12. Mehrabian, A.R.and C.Lucas, "A novel numerical optimization algorithm inspired from weed colonization," Ecological Informatics, Vol. 1, 355-366, 2006.
    doi:10.1016/j.ecoinf.2006.07.003

    13. Pantoja, M.F., A.R.Bretones, and R.G.Martin, "Benchmark antenna problems for evolutionary optimization algorithms," IEEE Trans. Antennas Propag., Vol. 55, No. 4, 1111-1121, 2007.
    doi:10.1109/TAP.2007.893396

    14. Balanis, C. A., Antenna Theory. Analysis and Design, Wiley, 1997., 1997.

    15. Hansen, R. C., Phased Array Antennas, Wiley, 1998.

    16. Collin, R. E., Antennas and Radiowave Propagation, McGraw Hill, 1985.

    17. Martin, R.G., A.R.Bretones, and M.F.P antoja, "Radiation characteristic of thin-wire V-antennas excited by arbitrary time dependent currents," IEEE Trans. Antennas Propag., Vol. 49, No. 12, 1877-1880, 2001.
    doi:10.1109/8.982473