References
- S. Nolfi and D. Floreano, Evolutionary Robotics, Cambridge, MA: MIT Press, 2000.
- Hong K. Lee and G.-K. Lee, "Convergence properties of genetic algorithms," in Proceeding of the ISCA Int'l Conference on Computers and Their Applications, Seattle: WA, pp. 172-176, Mar. 2004.
- Hong K. Lee, "Improvement of convergence properties for genetic algorithms," The Journal of Korea Navigation Institute, Vol. 12, No. 5, pp. 412-419, Oct. 2008.
- B. Chakraborty, and P. Chaudhuri, "On the use of genetic algorithm with elitism in robust and nonparametric multivariate analysis," Austrian Journal of Statistics, Vol. 32, No. 1&2, pp. 13-27, 2003.
- M. Pelikan, D. E. Goldberg, and E. Cantu-Paz, "Bayesian optimization algorithm, population sizing, and time to convergence," in Proceeding of Genetic and Evolutionary Computation Conference, Las Vegas: NV, pp. 275-282, July, 2000.
- Hong K. Lee, D.-H. Lee, Z. Ran, G. Lee, and M. Lee, "On parameter selection for reducing premature convergence of genetic algorithms," in Proceeding of 23rd International Conference on Computer and Their Applications in Industry and Engineering, Las Vegas: NV, pp. 214-219, Nov. 2010.
- Hong K. Lee, "On sweeping operator for reducing premature convergence of genetic algorithms," Journal of Institute of Control, Robotics and Systems (in Korean), Vol. 17, No. 12, pp. 1210-1218, Dec. 2011. https://doi.org/10.5302/J.ICROS.2011.17.12.1210
- T. Jones and S. Forrest, "Fitness distance correlation as a measure of problem difficulty for genetic algorithms," in Proceeding of the 6th International Conference on Genetic Algorithms, San Francisco: CA, pp. 184-192, July, 1995.
- G. Rudolph, "Convergence analysis of canonical genetic algorithms," IEEE Trans. on Neural Networks: Special Issue on Evolutionary Computation, Vol. 5, No. 1, pp. 96-101, Jan. 1994. https://doi.org/10.1109/72.265964
- D. Goldberg and J. Richardson, "Genetic algorithms with sharing for multimodal function optimization," in Proceeding of the 2nd International Conference on Genetic Algorithms and their Applications, Hilsdale: NJ, pp. 41-49, July, 1987.
- S.-H. Bae and B.-R. Moon, "Mutation rates in the context of hybrid genetic algorithms," in Proceeding of the Genetic and Evolutionary Computation Conference, Seattle: WA, pp. 381-382, June 2004.
- M. Srinivas and 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, Apr. 1994. https://doi.org/10.1109/21.286385
- J. Zhang and Y. Shang, "An improved multi-objective adaptive niche genetic algorithm based on pareto front," in Proceeding of IEEE International Advance Computing Conference, Patiala: India, pp. 300-304, Mar. 2009.
- H. Wang, Y. Liu, and S. Zeng, "Opposition-based particle swarm algorithm with cauchy mutation," in Proceeding of IEEE Congress on Evolutionary Computation, Singapore, Singapore, pp. 4750-4756, Sept. 2007.
- M. Rocha and J. Neves, "Preventing premature convergence to local optima in genetic algorithms via random offspring generation," in Proceeding of the 12 International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, Cairo: Egypt, pp. 127-136, May, 1999.
- W. Cedeno, V. Vemuri, and T. Slezak, "Multi-niche crowding in genetic algorithms and its application to the assembly of DNA restriction-fragments," Journal of Evolutionary Computation, Vol. 2, No. 4, pp. 321-345, 1995.
- Y. Zhang and H. Zhang, "A novel niche genetic algorithm for multimodal optimization," Journal of Convergence Information Technology, Vol. 6, No. 6, pp. 255-262, June, 2011. https://doi.org/10.4156/jcit.vol6.issue6.26
- Gordon K. Lee, "On the use of Hamming distance tuning for the generalized adaptive neural network fuzzy inference controller with evolutionary simulated annealing," in Proceeding of the IEEE Int'l Conference on Information Reuse and Integration, Las Vegas: NV, pp. 172-176, Aug. 2011.
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