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International Journal of Antennas and Propagation
Volume 2008, Article ID 197849, 6 pages
http://dx.doi.org/10.1155/2008/197849
Research Article

A Comparison of Genetic Programming with Genetic Algorithms for Wire Antenna Design

Department of Physics, University of Otago, P.O. Box 56, 9016 Dunedin, New Zealand

Received 21 October 2007; Accepted 18 March 2008

Academic Editor: Lance Griffiths

Copyright © 2008 P. J. Williams and T. C. A. Molteno. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. J. R. Koza, Genetic Programming, MIT Press, Cambridge, Mass, USA, 1992.
  2. J. R. Koza, F. H. Bennett, III, D. Andre, M. A. Keane, and F. Dunlap, “Automated synthesis of analog electrical circuits by means of genetic programming,” IEEE Transactions on Evolutionary Computation, vol. 1, no. 2, 109 pages, 1997. View at Publisher · View at Google Scholar
  3. J. D. Lohn, G. S. Hornby, and D. S. Linden, “Evolutionary antenna design for a NASA spacecraft,” in Genetic Programming Theory and Practice II, U.-M. O'Reilly, R. L. Riolo, T. Yu, and B. Worzel, Eds., p. 301, Springer, Ann Arbor, Mich, USA, 2004. View at Google Scholar
  4. J. D. Lohn, G. S. Hornby, and D. S. Linden, “Rapid re-evolution of an X-band antenna for NASA's space technology 5 mission,” in Genetic Programming Theory and Practice III, U.-M. O'Reilly, R. L. Riolo, T. Yu, and B. Worzel, Eds., p. 65, Springer, Ann Arbor, Mich, USA, 2005. View at Google Scholar
  5. R. L. Haupt, “Introduction to genetic algorithms for electromagnetics,” IEEE Antennas and Propagation Magazine, vol. 37, no. 2, 7 pages, 1995. View at Publisher · View at Google Scholar
  6. J. M. Johnson and Y. Rahmat-Samii, “Genetic algorithms in engineering electromagnetics,” IEEE Antennas and Propagation Magazine, vol. 39, no. 4, 7 pages, 1997. View at Publisher · View at Google Scholar
  7. D. S. Linden and E. E. Altshuler, “Automating wire antenna design using genetic algorithms,” Microwave Journal, vol. 39, no. 3, 74 pages, 1996. View at Google Scholar
  8. E. E. Altshuler and D. S. Linden, “Wire-antenna designs using genetic algorithms,” IEEE Antennas and Propagation Magazine, vol. 39, no. 2, 33 pages, 1997. View at Publisher · View at Google Scholar
  9. E. E. Altshuler and D. S. Linden, “Design of a loaded monopole having hemispherical coverage using a genetic algorithm,” IEEE Transactions on Antennas and Propagation, vol. 45, no. 1, 1 pages, 1997. View at Publisher · View at Google Scholar
  10. S. Cui, A. Mohan, and D. S. Weile, “Pareto optimal design of absorbers using a parallel elitist nondominated sorting genetic algorithm and the finite element-boundary integral method,” IEEE Transactions on Antennas and Propagation, vol. 53, no. 6, 2099 pages, 2005. View at Publisher · View at Google Scholar
  11. E. A. Jones and W. T. Joines, “Design of Yagi-Uda antennas using genetic algorithms,” IEEE Transactions on Antennas and Propagation, vol. 45, no. 9, 1386 pages, 1997. View at Publisher · View at Google Scholar
  12. N. Wirth, “What can we do about the unnecessary diversity of notation for syntactic definitions?,” Communications of the ACM, vol. 20, no. 11, 822 pages, 1977. View at Publisher · View at Google Scholar
  13. W. Gropp, E. Lusk, and A. Skjellum, Using MPI: Portable Parallel Programming with the Message-Passing Interface, MIT Press, Cambridge, Mass, USA, 1994.
  14. T. C. A. Molteno and P. J. Williams, “NEC2++: high-performance numerical electromagnetics code,” in Proceedings of the 13th Electronics New Zealand Conference (ENZCON '06), Christchurch, New Zealand, November 2006.
  15. J. R. Koza, Genetic Programming II: Automatic Discovery of Reusable Programs, MIT Press, Cambridge, Mass, USA, 1994.