Military antenna design using a simple genetic algorithm and hBOA

Studies in Computational Intelligence

Volumn 33, Issue , 2007, Pages 275-289

  Yu, Tian Li ^a   Santarelli, Scott ^b   Goldberg, David E ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b AIR FORCE RESEARCH LABORATORY   (United States)

Author keywords

Antenna design; Competent genetic algorithm; Estimation of distribution algorithm; Hierarchical Bayesian optimization algorithm; Real world application; Simple genetic algorithm

Indexed keywords

EID: 33846335495     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-34954-9_12     Document Type: Article

References (14)

1. Ahn, C. W. (2005). Theory, Design, and Application of Efficient Genetic and Evolutionary Algorithms. Doctoral dissertation, Gwangju Institude of Science and Technology
2. Caruana, R., and Schaffer, J. (1988). Representation and hidden bias: Gray vs. binary coding for genetic algorithms. Proceedings of the Fifth International Conference on Machine Learning, pp. 153-161
3. Goldberg, D. E. (1989). Genetic algorithms in search, optimization, and machine learning. Addison-Wesley, Reading, MA
4. Goldberg, D. E. (2002). The design of innovation: Lessons from and for competent genetic algorithms. Kluwer Academic, Boston, MA
5. Kraus, J. D. (1988). Antennas, 2nd ed. McGraw-Hill, NY, USA
6. Larrañaga, P., and Lozano, J. A., (Eds.) (2002). Estimation of distribution algorithms. Kluwer Academic, Boston, MA
7. Mailloux, R. J. (2001). A low-sidelobe partially overlapped constrained feed network for time-delayed subarrays. IEEE Transactions on Antennas and Propagation, 49(2):280-291
8. Pelikan, M. (2002). Bayesian optimization algorithm: From single level to hierarchy. Ph.d. thesis, University of Illinois at Urbana-Champaign, Urbana, IL (also IlliGAL Report No. 2002023)
9. Pelikan, M., and Goldberg, D. E. (2000). Hierarchical problem solving by the Bayesian optimization algorithm. Genetic and evolutionary computation conference (GECCO-2000), pp. 267-274
10. Pelikan, M., and Goldberg, D. E. (2001). Escaping hierarchical traps with competent genetic algorithms. Genetic and evolutionary computation conference (GECCO-2001), pp. 511-518
11. Pelikan, M., and Goldberg, D. E. (2003). Hierarchical BOA solves Ising spin glasses and MAXSAT. Genetic and Evolutionary Computation Conference (GECCO-2003), pp. 1271-1282 (also IlliGAL Report No. 2003001)
12. Pelikan, M., Goldberg, D. E., and Sastry, K. (2001). Bayesian optimization algorithm, decision graphs, and Bayesian networks. Genetic and evolutionary computation conference (GECCO-2001), pp. 519-526
13. Rahmat-Samii, Y., and Michielssen, E., (Eds.) (1999). Electromagnetic optimization by genetic algorithms. Wiley, NY, USA
14. Rowe, J., Whiteley, D., Barbluescu, L., and Watson, J. P. (2004). Properties of gray and binary representations. Evolutionary Computation, 12(1):47-76