Differential evolution in high-dimensional search spaces

2007 IEEE Congress on Evolutionary Computation, CEC 2007

Volumn , Issue , 2007, Pages 1934-1941

  Olorunda, Olusegun ^a   Engelbrecht, Andries P ^a  

^a UNIVERSITY OF PRETORIA   (South Africa)

Author keywords

[No Author keywords available]

Indexed keywords

DIFFERENTIAL EVOLUTION; HIGH-DIMENSIONAL SEARCH SPACES; SUB-POPULATIONS;

PARTICLE SWARM OPTIMIZATION (PSO); POPULATION DYNAMICS; PROBLEM SOLVING;

GENETIC ALGORITHMS;

EID: 70349867569     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2007.4424710     Document Type: Conference Paper

References (11)

1. F. Van den Bergh and A. Engelbrecht, "Cooperative learning in neural networks using particle swarm optimizers," South African Computer Journal, vol. 26, pp. 84-90, 2000.
2. M. Potter, "The design and analysis of a computational model of cooperative coevolution," PhD Thesis, George Mason University, Fairfax, Virginia, USA, 1997.
3. R. Storn and K. Price, "Differential evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces," ICSI University of Berkeley, Technical Report TR-95-012, 1995. [Online]. Available: http://http.icsi.berkeley.edu/~storn/litera.html
4. J. Kennedy and R. Eberhart, "Particle swarm optimization," in In Proceedings of the IEEE International Joint Conference on Neural Networks, IEEE. IEEE Press, 1995, pp. 1942-1948.
5. -, "A new optimizer using particle swarm theory," in In Proceedings of the Sixth International Symposium on Micromachine and Human Science, 1995, pp. 39-43.
6. J. Kennedy, "Small worlds and mega-minds: Effects of neighborhood topology on particle swarm performance," IEEE Congress on Evolutionary Computation, vol. 3, pp. 1931-1938, 1999.
7. J. Kennedy and R. Mendes, "Population structure and particle performance," in In Proceedomgs of IEEE Congress on Evolutionary Computation, IEEE. IEEE Press, 2002, pp. 1671-1676.
8. F. Van den Bergh, "An analysis of particle swarm optimizers," PhD Thesis, Department of Computer Science, University of Pretoria, Pretoria, South Africa, 2002.
9. R. Storn, "On the usage of differential evolution for function optimization," in Fuzzy Information Processing Society, 1996. NAFIPS 1996 Biennial Conference of the North American, June 1996, pp. 519 - 523.
10. A. P. Engelbrecht, Fundamentals of Computational Swarm Intelligence. John Wiley & Sons, Ltd, 2005.
11. H. Pohlheim. (2005, November) Geatbx examples examples of objective functions. [Online]. Available: http://www.geatbx.com/