Competitive differential evolution for constrained problems

2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

Volumn , Issue , 2010, Pages

  Tvrdík, Josef ^a   Poláková, Radka ^a  

^a UNIVERSITY OF OSTRAVA   (Czech Republic)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINED PROBLEM; CONSTRAINED REAL-PARAMETER OPTIMIZATION; DIFFERENTIAL EVOLUTION; OBJECTIVE FUNCTION VALUES; SINGLE OBJECTIVE; TEST PROBLEM;

ARTIFICIAL INTELLIGENCE; EVOLUTIONARY ALGORITHMS;

CONSTRAINED OPTIMIZATION;

EID: 79959436270     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2010.5586299     Document Type: Conference Paper

References (21)

1. M. M. Ali and A. Törn, "Population set based global optimization algorithms: Some modifications and numerical studies," Computers and Operations Research, vol. 31, pp. 1703-1725, 2004.
2. J. Brest, S. Greiner, B. Boškovič, M. Mernik, and V. Žumer, "Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems," IEEE Transactions on Evolutionary Computation, vol. 10, pp. 646-657, 2006.
3. A. P. Engelbrecht, Computatinal Intelligence: An Introduction. Chichester: John Wiley & sons, 2007.
4. V. Feoktistov, Differential Evolution in Search of Sotution. Springer, 2006.
5. R. Gämperle, S. D. Müller, and P. Koumoutsakos, "A parameter study for differential evolution," in Advances in Intelligent Systems Fuzzy Systems, Evolutionary Computing, Edited by A. Grmela and N. E. Mastorakis. Athens: WSEAS Press, 2002, pp. 293-298.
6. P. Kaelo and M. M. Ali, "A numerical study of some modified differential evolution algorithms," European J. Operational Research, vol. 169, pp. 1176-1184, 2006.
7. V. Kvasnička, J. Pospíchal, and P. Tiňo, Evolutionary Algorithms (In Slovak). Bratislava: Slovak Technical University, 2000.
8. J. Liu and J. Lampinen, "A fuzzy adaptive differential evolution algortithm," Soft Computing, vol. 9, pp. 448-462, 2005.
9. R. Mallipeddi and P. N. Suganthan, "Problem definition and evaluation criteria for the CEC 2010 competition and special session on single objective constrained real-parameter optimization," Tech. Rep., April, 2010. [Online]. Available: http://www3.ntu.edu.sg/home/EPNSugan/
10. M. G. H. Omran, A. Salman, and A. P. Engelbrecht, "Self-adaptive differential evolution," in Lecture Notes in Artifitial Intelligence, ser. 3801. Springer, 2005, pp. 192-199.
11. K. V. Price, R. Storn, and J. Lampinen, Differential Evolution: A Practical Approach to Global Optimization. Springer, 2005.
12. A. K. Qin and P. N. Suganthan, "Self-adaptive differential evolution for numerical optimization," in IEEE Congress on Evolutionary Computation, 2005, pp. 1785-1791.
13. A. K. Qin, V. Huang, and P. N. Suganthan, "Differential evolution algorithm with strategy adaptation for global numerical optimization," IEEE Transactions on Evolutionary Computation, vol. 13, pp. 398- 417, 2009.
14. R. Storn and K. V. Price, "Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces," J. Global Optimization, vol. 11, pp. 341-359, 1997.
15. J. Tvrdík, "Competitive differential evolution," in MENDEL 2006, 12th International Conference on Soft Computing, Edited by R. Matoušek and P. Ošmera. Brno: University of Technology, 2006, pp. 7-12.
16. J. Tvrdík, "Adaptive differential evolution and exponential crossover," in Proceedings of IMCSIT 2008, Edited by U. Markowska-Kaczmar and H. Kwasnicka, Wisla: PTI, 2008, pp. 927-931.
17. J. Tvrdík, "Adaptation in differential evolution: A numerical comparison," Applied Soft Computing, vol. 9, pp. 1149-1155, 2009.
18. J. Tvrdík, "Self-adaptive variants of differential evolution with exponential crossover," Analele of West University Timisoara, Series Mathematics-Informatics, vol. 47, pp. 151-168, 2009.
19. D. Zaharie, "Critical values for the control parameter of the differential evolution algorithms," in MENDEL 2002, 8th International Conference on Soft Computing, Edited by R. Matoušek and P. Ošmera. Brno: University of Technology, 2002, pp. 62-67.
20. D. Zaharie, "A comparative analysis of crossover variants in differential evolution," in Proceedings of IMCSIT 2007, Edited by U. Markowska-Kaczmar and H. Kwasnicka. Wisla: PTI, 2007, pp. 171-181.
21. D. Zaharie, "Influence of crossover on the behavior of differential evolution algorithms," Applied Soft Computing, vol. 9, pp. 1126-1138, 2009.