Differentiated meta-PSO methods for array optimization

IEEE Transactions on Antennas and Propagation

Volumn 56, Issue 1, 2008, Pages 67-75

  Selleri, Stefano ^a   Mussetta, Marco ^b   Pirinoli, Paola ^b   Zich, Riccardo E ^c   Matekovits, Ladislau ^c  

^a UNIVERSITY OF FLORENCE   (Italy)

^b POLITECNICO DI MILANO   (Italy)

^c POLITECNICO DI TORINO   (Italy)

Author keywords

Arrays; Optimization; Particle swarm

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; ELECTROMAGNETIC WAVES; PARTICLE SWARM OPTIMIZATION (PSO);

ELECTROMAGNETIC OPTIMIZATION; OPTIMIZATION ALGORITHM; PLANAR ARRAY;

ANTENNA ARRAYS;

EID: 39449120723     PISSN: 0018926X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAP.2007.912942     Document Type: Article

References (31)

1. C. M. Fonseca and P. J. Fleming, "Multiobjective optimization and multiple constraint handling with evolutionary algorithms - Part I and II," IEEE Trans. Syst., Man, Cybern., vol. 28, no. 1, pp. 26-37, Mar. 1997, and 38-47.
2. T. Back and H.-P. Schwefel, "An overview of evolutionary algorithms for parameter optimization," Evol. Comput., vol. 1, pp. 1-23, 1993.
3. L. Davis, Genetic Algorithms and Simulated Annealing. London, U.K.: Pitman, 1987.
4. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning. Reading, MA: Addison-Wesley, 1989.
5. D. S. Weile and E. Michielssen, "Genetic algorithm optimization applied to electromagnetics: A review," IEEE Trans. Antennas Propag., vol. 45, no. 3, pp. 343-353, Mar. 1997.
6. Y. Rahmat-Samii and E. Michielssen, Electromagnetic Optimization by Genetic Algorithms. New York: Wiley, 1999.
7. S. L. Ho, S. Yang, H. C. Wong, and G. Ni, "A simulated annealing algorithm for multiobjective optimizations of electromagnetic devices," IEEE Trans. Magn., vol. 39, no. 3, pp. 1285-1288, May 2003.
8. J. Kennedy and R. Eberhart, "Particle swarm optimization," in Proc. IEEE Int. Conf. Neural Network, 1995, pp. 1942-1948.
9. J. Kennedy, "The particle swarm: Social adaptation of knowledge," in Int. Conf. Evolutionary Computation, Indianapolis, IN, Apr. 1997, pp. 303-308.
10. J. Kennedy and R. C. Eberhart, Swarm Intelligence. San Francisco, CA: Morgan Kaufmann, 2001.
11. M. Clerc and J. Kennedy, "The particle swarm - Explosion, stability and convergence in multidimensional complex space," IEEE Trans. Evol. Comput., vol. 6, pp. 58-73, Feb. 2002.
12. R. C. Eberhart and Y. Shi, "Comparison between genetic algorithms and particle swarm optimization," in Proc. 7th Annual Conf. Evol. Program, Mar. 1998, pp. 611-616.
13. R. J. W. Hodgson, "Particle swarm optimization applied to the atomic cluster optimization problem," in Proc. Genetic and Evolut. Comput. Conf., 2002, pp. 68-73.
14. J. Robinson and Y. Rahmat-Samii, "Particle swarm optimization in electromagnetics," IEEE Trans. Antennas Propag., vol. 52, pp. 397-407, Feb. 2004.
15. D. W. Boeringer and D. H. Werner, "Particle swarm optimization versus genetic algorithms for phased array synthesis," IEEE Trans. Antennas Propag., vol. 52, pp. 771-779, Mar. 2004.
16. L. Matekovits, M. Mussetta, P. Pirinoli, S. Selleri, and R. E. Zich, "Particle swarm optimization of microwave microstrip filters," in IEEE AP-S Symp. Digest, Monterey, CA, Jun. 2004, vol. 3, pp. 2731-2734.
17. D. Gies and Y. Rahmat-Samii, "Reconfigurable array design using parallel particle swarm optimization," in IEEE AP-S Symp. Digest, Jun. 22-27, 2003, pp. 177-180.
18. G. Ciuprina, D. Ioan, and I. Munteanu, "Use of intelligent-particle swarm optimization in electromagnetics," IEEE Trans. Magn., vol. 38, pp. 1037-1040, Mar. 2002.
19. N. Jin and Y. Rahmat-Samii, "Parallel particle swarm optimization and finite- difference time-domain (PSO/FDTD) algorithm for multiband and wide-band patch antenna designs," IEEE Trans. Antennas Propag., vol. 53, pp. 3459-3468, Nov. 2005.
20. S. Cui and D. S. Weile, "Application of a parallel particle swarm optimization scheme to the design of electromagnetic absorbers," IEEE Trans. Antennas Propag., vol. 53, pp. 3616-3624, Nov. 2005.
21. S. Selleri, M. Mussetta, P. Pirinoli, R. E. Zich, and L. Matekovits, "Some insight over new variations of the particle swarm optimization method," IEEE Antennas Wireless Propag. Lett., vol. 5, pp. 235-238.
22. J. Kennedy, "Stereotyping: Improving particle swarm performance with cluster analysis," in Proc. Congress on Evolutionary Computation, Washington, DC, Jul. 6-9, 1999, vol. 3, pp. 1931-1938.
23. Y. Shi and R. A. Krolding, "Co-evolutionary particle swarm optimization to solve min-max problems," in Proc. Congress on Evolutionary Computation, Honolulu, HI, May 12-17, 2002, vol. 2, pp. 1682-1687.
24. F. van den Bergh and A. P. Engelbrecht, "A cooperative approach to particle swarm optimization," IEEE Trans. Evol. Comput., vol. 8, pp. 225-239, Jun. 2004.
25. J. Kennedy, "Small worlds and mega-minds: Effect of neighborhood topology on particle swarm performance," in Proc. Congress on Evolutionary Computation, Washington, DC, Jul. 6-9, 1999, vol. 3, pp. 1931-1938.
26. D. Gies and Y. Rahmat-Samii, "Vector evaluated particle swarm optimization (VEPSO): Optimization of a radiometer array antenna," in AP-S Symp. Digest, Jun. 20-26, 2004, pp. 2297-2300.
27. D. W. Boeringer and D. H. Werner, "Efficiency-constrained particle swarm optimization of a modified Bernstein polynomial for conformal array excitation amplitude synthesis," IEEE Trans. Antennas Propag. vol. 53, pp. 2662-2673, Aug. 2005.
28. M. M. Khodier and C. G. Christodoulou, "Linear array geometry synthesis with minimum sidelobe level and null control using particle swarm optimization," IEEE Trans. Antennas Propag., vol. 53, pp. 2674-2679, Aug. 2005.
29. R. C. Eberhart and Y. Shi, "Particle swarm optimisation: Developments, applications and resources," in Proc. Congress on Evolutionary Computation, 2001, pp. 81-86.
30. F. I. Tseng and D. K. Cheng, "Optimum scannable planar arrays with an invariant side lobe level," in Proc. IEEE, Nov. 1968, vol. 56, pp. 1771-1778.
31. D. I. Olcan and B. M. Kolundzija, "Adaptive random search for antenna optimization," in Proc. IEEE Antennas and Propagation Society Int. Symp., Jun. 2004, vol. 1, pp. 1114-1117.