Investigation of Simulated annealing, ant-colony optimization, and genetic algorithms for self-structuring antennas
作者： C.M. Coleman , E.J. Rothwell , J.E. Ross
关键词:
摘要: A self-structuring antenna (SSA) is capable of arranging itself into a large number configurations. Because the properties configurations are generally unknown at onset operation, efficient search algorithms required to find suitable for given set environmental and operational conditions. This paper investigates use ant-colony optimization, simulated annealing, genetic finding states. The implementation each algorithm SSA searches described, performance compared random search.
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sci-hub.se 参考文章(19)
John H. Holland, Adaptation in natural and artificial systems ,(1992)
David E. Goldberg, Genetic algorithms in search, optimization, and machine learning ,(1988)
B.T. Perry, C.M. Coleman, B.F. Basch, E.J. Rothwell, J.E. Ross, Self-structuring antenna for television reception ieee antennas and propagation society international symposium. ,vol. 1, pp. 162- 165 ,(2001) , 10.1109/APS.2001.958817
C.M. Coleman, E.J. Rothwell, J.E. Ross, Self-structuring antennas ieee antennas and propagation society international symposium. ,vol. 3, pp. 1256- 1259 ,(2000) , 10.1109/APS.2000.874431
Harry Cohn, Mark Fielding, Simulated Annealing: Searching for an Optimal Temperature Schedule Siam Journal on Optimization. ,vol. 9, pp. 779- 802 ,(1999) , 10.1137/S1052623497329683
M. Dorigo, V. Maniezzo, A. Colorni, Ant system: optimization by a colony of cooperating agents systems man and cybernetics. ,vol. 26, pp. 29- 41 ,(1996) , 10.1109/3477.484436
R.L. Haupt, An introduction to genetic algorithms for electromagnetics IEEE Antennas and Propagation Magazine. ,vol. 37, pp. 7- 15 ,(1995) , 10.1109/74.382334
D. J. Finney, W. Mendenhall, Introduction to Probability and Statistics International Statistical Review. ,vol. 45, pp. 100- ,(1977) , 10.2307/1403018
Marco Dorigo, Gianni Di Caro, Luca M. Gambardella, Ant algorithms for discrete optimization Artificial Life. ,vol. 5, pp. 137- 172 ,(1999) , 10.1162/106454699568728
Eric Bonabeau, Guy Theraulaz, Marco Dorigo, Swarm Intelligence: From Natural to Artificial Systems ,(1999)