A new differential evolution with wavelet theory based mutation operation

2009 IEEE Congress on Evolutionary Computation, CEC 2009

Volumn , Issue , 2009, Pages 1116-1122

  Lai, J C Y ^a   Leung, F H F ^a   Ling, S H ^b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK TESTS; CONVERGENCE SPEED; DIFFERENTIAL EVOLUTION; EXISTING METHOD; MUTATION OPERATIONS; SCALING FACTORS; SOLUTION QUALITY; SOLUTION SPACE; SOLUTION STABILITY; WAVELET THEORY;

EVOLUTIONARY ALGORITHMS;

EID: 70449814368     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2009.4983071     Document Type: Conference Paper

References (12)

1. R. Storn and K. Price "Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces, " Journal of Global Optimization, vol.11, pp. 341-359, 1997.
2. S. Paterlini and T. Krink, "High performance clustering with differential evolution, " in Proc. IEEE Congress on Evolutionary Computation, vol.2, 2004, pp. 2004-2011.
3. J.H. van Sickel, K.Y. Lee, and J.S. Heo, "Differential evolution and its applications to power plant control, " in Proc. Intelligent Systems Applications to Power Systems 2007, (ISAP 2007), 5-8 Nov. 2007, pp.1 - 6.
4. B. Babu and R.Angira, "Optimization of non-linear functions using evolutionary computation, " in Proc. 12th ISME International Conference on Mechanical Engineering, India, 2001, pp. 153-157.
5. L.Fogel, "Evolutionary programming in perspective: The top-down view, " Computational Intelligence: Imitating Life. Piscataway, NJ: IEEE Press, 1994.
6. D. Goldberg, Genetic Algorithms in Search Optimization and Machine Learning. Addison-Wesley, 1989.
7. I. Daubechies, Ten lectures on Wavelets. Philadelphia, PA: Society for Industrial and Applied Mathematics, 1992.
8. R. Eberhart and J. Kennedy, "A new optimizer using particle swarm theory, " in Proc. 6th International Symposium on Micro Machine and Human Science, Nagoya, Oct. 1995, pp.39-43.
9. S.H. Ling, C.W. Yeung, K.Y. Chan, H.H.C. Iu, and F.H.F. Leung, "A new hybrid particle swarm optimization with wavelet theory based mutation operation, " in Proc. 2007 IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, Sep. 25-28, 2007, pp. 1977-1984.
10. C.W. Yeung, S.H. Ling, Y.H. Chan, S.H. Ling, and F.H.F Leung "Restoration of half-toned color-quantizes images using particle swarm optimization with wavelet mutation" in Proc. IEEE TENCON, Nov. 2008, pp. 19 - 21.
11. X. Yao and Y. Liu, "Evolutionary programming made faster, " IEEE Trans. Evolutionary Computation, vol.3, no.2, pp. 82-102, July 1999.
12. U.K. Chakraborty (Ed.), Advances in Differential Evolution. Springer, Heidelberg, 2008.