Gaussian-Bare-Bones-Differential-Evolution

所属分类:Windows编程
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文件大小:449KB
下载次数:4
上传日期:2016-05-05 17:40:57
上 传 者Fouad_enp
说明:  Gaussian Bare-Bones Differential Evolution Differential evolution (DE) is a well-known algorithm for global optimization over continuous search spaces. However, choosing the optimal control parameters is a challenging task because they are problem oriented. In order to minimize the effects of the control parameters, a Gaussian bare-bones DE (GBDE) and its modified version (MGBDE) are proposed which are almost parameter free. To verify the performance of our approaches, 30 benchmark functions and two real-world problems are utilized. Conducted experiments indicate that the MGBDE performs significantly better than, or at least comparable to, several state-of-the-art DE variants and some existing bare-bones algorithms.

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Gaussian Bare-Bones Differential Evolution.pdf (558810, 2016-04-29)

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