Differential evolution algorithm with ensemble of parameters and mutation strategies

作者: R. Mallipeddi , P.N. Suganthan , Q.K. Pan , M.F. Tasgetiren

DOI: 10.1016/J.ASOC.2010.04.024

关键词:

摘要: … Different mutation strategies with different parameter settings can be appropriate during different stages of the evolution. In this paper, we propose to employ an ensemble of mutation …

参考文章(41)
Jonatan Gómez, Dipankar Dasgupta, Fabio González, Using adaptive operators in genetic search genetic and evolutionary computation conference. pp. 1580- 1581 ,(2003) , 10.1007/3-540-45110-2_34
Mahamed G. H. Omran, Ayed Salman, Andries P. Engelbrecht, Self-adaptive Differential Evolution Computational Intelligence and Security. pp. 192- 199 ,(2005) , 10.1007/11596448_28
Jarmo Ilonen, Joni-Kristian Kamarainen, Jouni Lampinen, Differential Evolution Training Algorithm for Feed-Forward Neural Networks Neural Processing Letters. ,vol. 17, pp. 93- 105 ,(2003) , 10.1023/A:1022995128597
David Corne, Pablo Moscato, Riccardo Poli, Dipankar Dasgupta, Fred Glover, Kenneth V. Price, Marco Dorigo, New Ideas In Optimization ,(1999)
Bryant A. Julstrom, What Have You Done for Me Lately? Adapting Operator Probabilities in a Steady-State Genetic Algorithm international conference on genetic algorithms. pp. 81- 87 ,(1995)
J. Ronkkonen, S. Kukkonen, K.V. Price, Real-parameter optimization with differential evolution congress on evolutionary computation. ,vol. 1, pp. 506- 513 ,(2005) , 10.1109/CEC.2005.1554725
Rainer Storn, Kenneth Price, Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces Journal of Global Optimization. ,vol. 11, pp. 341- 359 ,(1997) , 10.1023/A:1008202821328
M. Palaniswami, Yianni Attikiouzel, D Fogel, I Marks RJ, T. Fukuda, Computational Intelligence: A Dynamic System Perspective IEEE, Institute of Electrical and Electronics Engineers. ,(1995)