On the similarities between binary-coded GA and real-coded GA in wide search space

Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002

Volumn 1, Issue , 2002, Pages 681-686

  Kim, Jong Wook ^a   Kim, Sang Woo ^a   Park, Poogyeon ^a   Park, Tae Joon ^a  

^a Pohang University of Science and Technology (POSTECH)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS;

CROSSOVER AND MUTATION; ELECTRICAL CIRCUIT; ENCODING METHODS; PROBABILISTIC ANALYSIS; REAL-CODED GENETIC ALGORITHM; REAL-WORLD PROBLEM; REAL-WORLD SYSTEM; SEARCH SPACES;

GENETIC ALGORITHMS;

EID: 33847307051     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2002.1007008     Document Type: Conference Paper

References (12)

1. D. E. Goldberg, Genetic Algorithm in Search, Optimization and Machine Leming, Addison Wesley, 1989.
2. J-. W. Kim, S. W. Kim, T. J. Park, "Design of Fuzzy Controllers for a Gas Turbine Plant," Poceedings of the IASTED International Conference on Control and Applications, pp. 166-171, June, 2001.
3. K. Kristinsson, G. A. Dumont, "System Identification and Control Using Genetic Algorithms," IEEE Trans, on Systems, Man, and Cybernetics, vol. 22, no. 5, pp. 1033-1046, 1992.
4. J-. W. Kim, S. W. Kim, "A New Approach to System Identification Using Hybrid Genetic Algorithm," International Conference on Control, Automation and Systems, pp. 887-890, Korea, October, 2001.
5. Z. Michalewicz, Genetic algorithm + data structure = evolution program, Springer-Verlag, Inc., Heidelberg, Berlin, 1996.
6. L. J. Eshelman, R. A. Caruana, and J. D. Schaffer, "Bases in the crossover landscape," Proc. 3rd Int. Conf. on Genetic Algorithms, J. Schaffer(Ed.), Morgan Kaufmann Publishers, LA, pp.10-19, 1989.
7. G-. G. Jin, S-. R. Joo, "A Study on a Real-Coded Genetic Algorithm," Journal of Control, Automation, and Systems Engineering, vol. 6, no. 4, pp. 268-274, April, 2000.
8. L. Davis, Handbook of Genetic Algorithms, Von Nostrand Reinhold, N.Y., 1991
9. C. Z. Janikow and Z. Michalewicz, "An Experimental Comparison of Binary and Floating Point Representations in Genetic Algorithms," Proc. 4th Int. Conf. on Genetic Algorithm, Morgan Kaufimann Publishers, CA, 1991
10. H. Mühlenbein and D. Schlierkamp-Voosen,"Predictive Models for the Breeder Genetic Algorithm: I. Continuous Parameter Optimization", Evolutionary Computation, vol. 1, pp. 25-49, 1993
11. G. Rudolph, "Convergence Analysis of Canonical Genetic Algorithms," Transactions of Neural Networks, vol. 5, no. 1, pp. 96-101, 1994.
12. M. Srinivas, L. M. Patnaik, "Adaptive Probabilities of Crossover and Mutation in Genetic Algorithms," IEEE Trans, on Systems, Man and Cybernetics, vol. 24, no. 4, pp. 656-667, April, 1994.