A Region Reproduction Algorithm for global numerical optimization

2008 IEEE Congress on Evolutionary Computation, CEC 2008

Volumn , Issue , 2008, Pages 3601-3605

  Zhao, Yaou ^a   Chen, Yuehui ^a   Pan, Meng ^a   Zhu, Qiang ^a  

^a UNIVERSITY OF JINAN   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BOOLEAN FUNCTIONS; OPTIMIZATION; POPULATION STATISTICS;

CANONICAL PSO; EXISTING METHODS; GLOBAL NUMERICAL OPTIMIZATIONS; NUMERICAL STOCHASTIC; OPTIMAL SOLUTIONS; SOLUTION QUALITIES; STANDARD DEVIATIONS;

GLOBAL OPTIMIZATION;

EID: 55749101132     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4631285     Document Type: Conference Paper

References (20)

1. M. Iqbal, M. A. M. D. Oca, "An estimation of distribution particle swarm optimization algorithm," Technical Report TR/IRIDIA/2006-012. 001, IRIDIA, Belgium, Apr. 2006.
2. S. Janson and M. Middendorf, "A hierachical particle swarm optimizer and its adaptive variant," IEEE Transactions on Systems, Man, and Cybernetics pp. 1272-1282, Jun. 2005.
3. C. K. Monson, K. D. Seppi, "Exposing origin-seeking bias in pso," Proceeding of the Genetic and Evolutionary Computation Conference (GECCO), New York. ACM Press, 2005. pp. 241-248.
4. J. H. Huang, C. H. Huang, L. C. Liu, "An Adaptive-Tabu GA for Registration of CT and Surface Laser Scan," Engineering in Medicine and Biology Society, pp. 3467-3470, 2005.
5. P. N. Suganthan, N. Hansen, J. J. Liang, K. Deb, Y.-P. Chen A. Auger, and S. Tiwari, "Problem definitions and evalutation criteria for the CEC2005 special session on real-parameter optimization," Technical Report 2005005, Nanyang Technological University, Sigapore and IIT Kanpur, India, May. 2005.
6. C. Y. Lee, X. Yao, "Evoluationary programming using mutations based on the Levy probability distribution," IEEE Transactions on Evolutionary Computation pp. 1-13, Jan. 2004.
7. Y. Ramhmat-Samii, "Genetic algorithm (GA) and particle swarm optimization (PSO) in engineering electromagnetics," Applied Electromagnetics and Communications pp. 1-5, Oct. 2003.
8. M. Clerc and J. Kenney, "The particle swarm-explosion, stability, and convergence in a multidimensional complex space," IEEE Transaction on Evolutionary Computation pp. 58-73, Jan. 2002.
9. Y. W. Leung, Y. Wang, "An orthogonal genetic algorithm with quantization for global numerical optimization," IEEE Transactins on Evolutionary Computation, pp. 41-53, Jan. 2001.
10. X. Yao, Y. Liu, "Evolutionary programming made faster," IEEE Transactions on Evolutionary Computation, pp. 82-102 Feb. 1999.
11. P. J. Angeline, "Evolutionary optimization versus particle swarm optimization: Philosophy and performance differences," in Proc. Evol. Prog. VII, V. W. Porto, N. Saravanan, D. Waagen, and A. E. Eiben, Eds. Berlin, Germany: Springer-Verlag, 1998, pp. 601-610.
12. P. Larranage and J. Lozano, "Estimation of distribution algorithm: A New Tool for Evolutionary Computation," Genetic Algoritm and Evolutionary Computation Vol. 2, Spriger, 2001.
13. K. Chellapilla, "Combining mutation operators in evolutionary programming," IEEE Transaction on Evolutionary Computation vol. 2, pp. 91-96, Setp. 1998.
14. R. Storn, "Differential evolution - A simple and efficient heuristic for global optimization over continuous spaces," Journal of Global Optimization pp. 341-359, Nov. 1997
15. J. Kennedy, and R. Eberhart, "Particle swarm optimization," In Proceedings of IEEE International Conference on Neural Networks pp. 1942-1948, 1995.
16. I. Rechenberg, "Evolution Strategy: Optimization of Techinical Systems by Means of Biological Evolution," Fromman-Holzboog 1973.
17. L. J. Fogel, A. J. Owens, M. J. Walsh, Artificial Intelligence Through Simulated Evolution. New York: Wiley, 1966.
18. J. H. Holland, Adoption in Natural and Artificial Systems, University of Michigan, Ann Arbor. 1975.
19. J. H. Holland, "Genetic algorithms and classifier system: Foundations and future sirections," Genetic algorithms and their application. Proc of the 2nd Int Conf On Genetic Algorithms, pp. 82-89, 1987
20. D. Cvijovic, J. Klinowski, "Taboo search: An approach to the multiple minima problem," Science, pp. 664-667. 1995