Increasing Genetic Algorithm Efficiency for Wire Antenna Design Using Clustering

Applied Computational Electromagnetics Society Newsletter

Volumn 15, Issue 2, 2000, Pages 75-86

  Linden, D S ^a   MacMillan, R ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

ANTENNAS; COMPUTER SIMULATION; GENES; OPTIMIZATION;

CLUSTERING; WIRE ANTENNA;

GENETIC ALGORITHMS;

EID: 0034224256     PISSN: 10569170     EISSN: None     Source Type: Trade Journal    
DOI: None     Document Type: Article

References (12)

1. J.H. Holland, "Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor (1975).
2. David E. Goldberg, Genetic Algorithms in Search, Optimization & Machine Learning, Addison-Wesley (1989).
3. Y. Rahmat-Samii and E. Michielssen, eds. Electromagnetic System Design using Evolutionary Optimization: Genetic Algorithms, Wiley, 1999.
4. D.S. Linden. "Using a Real Chromosome in a Genetic Algorithm for Wire Antenna Optimization." Proceedings of the IEEE APS International Symposium, Montreal, Canada, 13-18 July 1997.
5. A. Adewuya, " New Methods in Genetic Search with Real-valued Chromosomes," Master's Thesis, Mech. Engr. Dept.,
6. D.S. Linden. "Automated Design and Optimization of Wire Antennas using Genetic Algorithms." Ph.D. Thesis, MIT, September 1997.
7. D.S. Linden and E.E. Altshuler, "Automating Wire Antenna Design using Genetic Algorithms," Microwave Journal, Vol. 39, pp. 74-86, March 1996.
8. E. E. Altshuler and D.S. Linden, "Design of a loaded monopole having hemispherical coverage using a genetic algorithm," IEEE Trans. Antennas Propagat., Vol. 45, pp. 1-4, Jan. 1997.
9. G.J. Burke and A.J. Poffio, "Numerical Electromagnetics Code (NEC)-Method of moments, "Rep. UCID18834, Lawrence Livermore Lab. CA, Jan 1981.
10. E.E. Altshuler, "A monopole antenna loaded with a modified folded dipole," IEEE Trans. Antennas Propagat. Vol. 41, pp. 871-876, July 1993.
11. J.W. Duda and M.J. Jakiela. "Generation and Classification of Structural Topologies with Genetic Algorithm Speciation," Journal of Mechanical Design, Vol. 119, pp. 127-131, March 1997.
12. De Jong, K.A. "An analysis of the behavior of a class of genetic adaptive systems." Doctoral Dissertation, University of Michigan, Dissertation Abstracts International 36(10), 5140B, University Microfilms No. 76-9381, 1975.