A new differential evolution with wavelet theory based mutation operation

Please use this identifier to cite or link to this item: https://doi.org/10.1109/CEC.2009.4983071

Title:	A new differential evolution with wavelet theory based mutation operation
Authors:	Lai, J.C.Y. Leung, F.H.F. Ling, S.H.
Issue Date:	2009
Citation:	Lai, J.C.Y., Leung, F.H.F., Ling, S.H. (2009). A new differential evolution with wavelet theory based mutation operation. 2009 IEEE Congress on Evolutionary Computation, CEC 2009 : 1116-1122. ScholarBank@NUS Repository. https://doi.org/10.1109/CEC.2009.4983071
Abstract:	An improved Differential Evolution (DE) that incorporates a wavelet-based mutation operation to control the scaling factor is proposed. The wavelet theory applied is to enhance DE in exploring the solution spaces more effectively for better solutions. A suite of benchmark test functions is employed to evaluate the performance of the proposed method. It is shown empirically that the proposed method outperforms significantly the existing methods in terms of convergence speed, solution quality and solution stability. © 2009 IEEE.
Source Title:	2009 IEEE Congress on Evolutionary Computation, CEC 2009
URI:	http://scholarbank.nus.edu.sg/handle/10635/68918
ISBN:	9781424429592
DOI:	10.1109/CEC.2009.4983071
Appears in Collections:	Staff Publications

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