Please use this identifier to cite or link to this item:
|Title:||A new differential evolution with wavelet theory based mutation operation|
|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|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Jul 18, 2018
WEB OF SCIENCETM
checked on Jun 4, 2018
checked on Jun 29, 2018
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.