Optimization in electromagnetics using the real-coded clonal selection algorithm

SMCia/08 - Proceedings of the 2008 IEEE Conference on Soft Computing on Industrial Applications

Volumn , Issue , 2008, Pages 89-94

  Campelo, Felipe ^a   Guimarães, Frederico G ^b   Ramírez, Jaime A ^b   Igarashi, Hajime ^a  

^a HOKKAIDO UNIVERSITY   (Japan)

^b FEDERAL UNIVERSITY OF MINAS GERAIS   (Brazil)

Author keywords

Artificial immune systems; Electromagnetics; Optimization and design

Indexed keywords

ARTIFICIAL IMMUNE SYSTEMS; BASIC PARAMETERS; CANDIDATE SOLUTION; ELECTROMAGNETICS; GLOBAL SEARCH; INPUT PARAMETER; OBJECTIVE OPTIMIZATION; OPTIMIZATION AND DESIGN; REAL-CODED CLONAL SELECTION ALGORITHMS; TEST PROBLEM;

ALGORITHMS; COMPUTER SCIENCE; ELECTROMAGNETISM; IMAGE CLASSIFICATION; IMMUNOLOGY; INDUSTRIAL APPLICATIONS; OPTIMIZATION; SENSITIVITY ANALYSIS; SOFT COMPUTING;

PARAMETER ESTIMATION;

EID: 70349283602     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SMCIA.2008.5045941     Document Type: Conference Paper

References (15)

1. D. Dasgupta, "Artificial immune system (ais) research in the last five years," Proceedings of the Conference on Evolutionary Computation 2003.
2. J. S. Chun, M. K. Kim, H.-K. Jung, and S. K. Hong, "Shape optimization of electromagnetic devices using immune algorithm," IEEE Trans. Mag., vol.32, no.2, pp. 1876-1879, 1997.
3. J.-S. Chun, H.-K. Jung, and S. Y. Hahn, "A study on comparison of optimization performances between immune algorithm and other heuristic algorithms," IEEE Trans. Mag., vol.34, no.5, pp. 2972-2975, 1998.
4. L. N. de Castro and J. Timmis, Artificial Immune Systems: A New Computational Approach, September 2002.
5. L. N. de Castro and F. J. Von Zuben, "Learning and optimization using the clonal selection principle," IEEE Trans. Evol. Comp., Special Issue on Artificial Immune Systems, vol.6, no.3, pp. 239-251, 2002.
6. J. Kelsey and J. Timmis, "Immune inspired somatic contiguous hypermutation for function optimisation," in Proceedings of the on Genetic and Evolutionary Computation Conference (GECCO 2003), E. C.-P. et al., Ed. Springer. Lecture Notes in Computer Science Vol. 2723, July 2003, pp. 207-218.
7. F. Campelo, F. G. Guimarães, J. A. Ramírez, and H. Igarashi, "A clonal selection algorithm for optimization in electromagnetics," IEEE Trans. Mag., vol.41, no.5, pp. 1736-1739, May 2005.
8. L. N. de Castro and F. J. Von Zuben, "The clonal selection algorithm with engineering applications," in Proceedings of the on Genetic and Evolutionary Computation Conference (GECCO 2000), Las Vegas, Nevada, USA, July 2000, pp. 36-39.
9. J. A. Vasconcelos, J. A. Ramírez, R. H. C. Takahashi, and R. R. Saldanha, "Improvements in genetic algorithms," IEEE Trans. Mag., vol.37, no.5, pp. 3414-3417, September 2001.
10. L. N. de Castro and J. Timmis, "An artificial immune network for multimodal optimisation," in Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2002, pp. 699-704.
11. F. Campelo, F. G. Guimarães, H. Igarashi, J. A. Ramírez, and S. Noguchi, "A modified immune network algorithm for multimodal electromagnetic problems," IEEE Trans. Mag., vol.42, no.4, pp. 1111- 1114, April 2006.
12. F. O. de Franca, F. J. Von Zuben, and L. N. de Castro, "An artificial immune network for multimodal function optimization on dynamic environments," in GECCO '05: Proceedings of the 2005 conference on Genetic and evolutionary computation. New York, NY, USA: ACM Press, 2005, pp. 289-296.
13. E. Mezura-Montes and C. A. Coello Coello, "A simple multimembered evolution strategy to solve constrained optimization problems," IEEE Trans. in Evolutionary Computation, vol.9, no.1, pp. 1-17, February 2005.
14. F. G. Guimarães, F. Campelo, , H. Igarashi, D. A. Lowther, and J. A. Ramírez, "Optimization of cost functions using evolutionary algorithms with local learning and local search," IEEE Trans. Mag., vol.43, no.4, pp. 1641-1644, April 2006.
15. R. H. C. Takahashi, J. ao A. Vasconcelos, J. A. Ramírez, and L. Krahenbühl, "A multiobjective methodology for evaluating genetic operators," IEEE Trans. Mag., vol.39, no.3, pp. 1321-1324, May 2003.