A real-valued parallel clonal selection algorithm and its application to the design optimization of multi-layered frequency selective surfaces

IEEE Transactions on Antennas and Propagation

Volumn 60, Issue 4, 2012, Pages 1831-1843

  Bayraktar, Zikri ^a   Bossard, Jeremy A ^a   Wang, Xiande ^a   Werner, Douglas H ^a  

^a The Pennsylvania State University   (United States)

Author keywords

Clonal selection algorithm (CLONALG); frequency selective surface (FSS); genetic algorithm; multi modal; optimization

Indexed keywords

ARTIFICIAL IMMUNE SYSTEM ALGORITHMS; BENCHMARK FUNCTIONS; CLONAL SELECTION ALGORITHMS; CLONALG; COMPUTATIONAL BURDEN; DESIGN OPTIMIZATION; FREQUENCY SELECTIVE SURFACE (FSS); MESSAGE PASSING INTERFACE; MULTI-LAYERED; MULTI-MODAL; MULTI-MODAL OPTIMIZATION; MULTIMODAL PROBLEMS; NUMERICAL STUDIES; OPTIMIZATION TECHNIQUES;

DIPOLE ANTENNAS; DISTRIBUTED COMPUTER SYSTEMS; ELECTROMAGNETIC WAVE POLARIZATION; FREQUENCY SELECTIVE SURFACES; INTERFACES (COMPUTER); OPTIMIZATION;

GENETIC ALGORITHMS;

EID: 84859798353     PISSN: 0018926X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAP.2012.2186241     Document Type: Article

References (30)

1. E. Hart and J. Timmis, "Application areas of AIS: The past, the present and the future," Appl. Soft Comput., vol. 8, no. 1, pp. 191-201, 2008.
2. X.-R. Yang. J.-Y. Shen, and R.Wang, "Artificial immune theory based network intrusion detection system and the algorithms design," in Proc. Int. Conf. on Machine Learning and Cybernetics, 2002, vol. 1, pp. 73-77.
3. D.-W. Lee and K.-B. Sim "Artificial immune network-based cooperative control in collective autonomousmobile robots," in Proc. 6th IEEE Int. Workshop on Robot and Human Communication, Sep. 29-Oct. 1 1997, pp. 58-63.
4. V. K. Karakasis and A. Stafylopatis "Data mining based on gene expression programming and clonal selection," in Proc. IEEE Congress on Evolutionary Computation, Jul. 16-21, 2006, pp. 514-521.
5. Z. Chen, "Data mining based on clonal selection wavelet network," in Proc. 8th ACIS Int. Conf. on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, Jul. 30-Aug. 1 2007, vol. 3, pp. 665-669.
6. L. N. de Castro and F. J. von Zuben, "Learning and optimization using the clonal selection principle," IEEE Trans. Evol. Comput., vol. 6, no. 3, pp. 239-251, Jun. 2002.
7. L. N. deCastro andF. J. vonZuben, RecentDevelopments in Biological Inspired Computing. New York: IDEA Group Publishing, 2005.
8. F. Campelo, F. G. Guimaraes, H. Igarashi, and J. A. Ramirez, "Aclonal selection algorithm for optimization in electromagnetics," IEEE Trans. Magn., vol. 41, no. 5, pp. 1736-1739, May 2005.
9. F. G. Guimaraes, F. Campelo, R. R. Saldanha, H. Igarashi, R. H. C. Takahashi, and J. A. Ramirez, "A multiobjective proposal for the team benchmark problem 22," IEEE Trans. Magn., vol. 42, no. 4, pp. 1471-1474, Apr. 2006.
10. F. Campelo F. G. Guimaraes, J. A. Ramirez, and H. Igarashi, "Optimization in electromagnetics using the real-coded clonal selection algorithm," in IEEE Conf. on Soft Computing in Industrial Applications, Jun. 25-27, 2008, pp. 89-94.
11. L. Batista, F. G. Guimaraes, and J. A. Ramirez, "A distributed clonal selection algorithm for optimization in electromagnetics," IEEE Trans. Magn., vol. 45, no. 3, pp. 1598-1601, Mar. 2009.
12. L. S. Batista, D. B. Oliveira, F. G. Guimaraes, E. J. Silvia, and J. A. Ramirez, "Dynamic multiobjective clonal selection algorithm for engineering design," IEEE Trans. Magn., vol. 46, no. 8, pp. 3033-3036, Aug. 2010.
13. Y. Ke L. Jiao and W. Zhou, "Channel estimation based on clonal selection algorithm in MIMO systems," in Proc. Int. Conf. on Computational Intelligence and Security, Nov. 2006, pp. 406-409.
14. B. Babayigit A. Akdagli, and K. Guney, "A clonal selection algorithm for null synthesizing of linear antenna arrays by amplitude control," J. Electromagn. Waves Appl., vol. 20, pp. 1007-1020, 2006.
15. A. Akdagli, K. Guney, and B. Babayigit, "Clonal selection algorithm for design of reconfigurable antenna array with discrete phase shifters," J. Electromagn. Waves Appl., vol. 21, no. 2, pp. 215-227, 2007.
16. K. Guney, B. Babayigit, and A. Akdagli, "Position only pattern nulling of linear antenna array by using a clonal selection algorithm (CLONALG)," Springer Elect. Engrg., vol. 90, no. 2, pp. 147-153, 2007.
17. B. A. Munk, Frequency Selective Surfaces: Theory and Design. New York: Wiley, 2000.
18. D. J. Kern and D. H. Werner, "A genetic algorithm approach to the design of ultra-thin electromagnetic bandgap absorbers," Microwave Opt. Technol. Lett., vol. 38, no. 1, pp. 61-64, Jul. 2003.
19. D. J. Kern, D. H. Werner, A. Monorchio, L. Lanuzza, and M. J. Wilhelm, "The design synthesis of multiband artificial magnetic conductors using high impedance frequency selective surfaces," IEEE Trans. Antennas Propag., vol. 53, no. 1, pp. 8-17, Jan. 2005.
20. J. A. Bossard, S. Yun, D. H. Werner, and T. S. Mayer, "Synthesizing low loss negative index metamaterial stacks for the mid-infrared using genetic algorithms,"Opt. Expr., vol. 17, no. 17, pp. 14771-14779,Aug. 2009.
21. J. A. Bossard, D. H. Werner, T. S.Mayer, J. A. Smith, Y. U. Tang, R. Drupp, and L. Li, "The design and fabrication of planar multiband metallodielectric frequency selective surfaces for infrared applications," IEEE Trans. Antennas Propag., vol. 54, no. 4, pp. 1265-1276, Apr. 2006.
22. J.A.Bossard, D. H.Werner,T. S.Mayer, andR. P. Drupp, "Anovel design methodology for reconfigurable frequency selective surfaces using genetic algorithms," IEEE Trans. Antennas Propag., vol. 53, no. 4, pp. 1390-1400, Apr. 2005.
23. R. L. Haupt and D. H. Werner, Genetic Algorithms in Electromagnetics. Hoboken, NJ: Wiley, Apr. 2007.
24. D. L. Carroll, "FORTRAN Genetic Algorithm (GA) driver," [Online]. Available: http://cuaerospace.com/carroll/ga.html
25. R. Coico, G. Sunshine, and E. Benjamine, Immunology: A Short Course, 5th ed. New York: Wiley-Liss, 2003.
26. A. M. Silverstein, A History of Immunology, 2nd ed. The Netherlands: Elsevier, 2009.
27. F. M. Burnet, The Clonal Selection Theory of Acquired Immunity. Cambridge, U.K.: Cambridge Univ. Press, 1959.
28. T. R. Bowry, Immunology Simplified. Oxford, U.K.: OxfordMedical Publications, 1977.
29. V. Cutello G. Nicosia andM. Pavone, "Real coded clonal selection algorithm for unconstrained global optimization using a hybrid inversely proportional hypermutation operator," in Proc. ACMSymp. on Applied Computing, 2006, pp. 950-954.
30. T. F. Eibert, J. L. Volakis, D. R. Wilton, and D. R. Jackson, "Hybrid FE/BI modeling of 3-D doubly periodic structures utilizing triangular prismatic elements and an MPIE formulation accelerated by the Ewald transformation," IEEE Trans. Antennas Propag., vol. 47, no. 5, pp. 843-850, May 1999.