A Float Code Genetic Algorithm Based on Orthonormal Multiwavelet Denoising Mutation

摘要：

Encoding is one of difficult problem of research on genetic algorithm (GA). Float code (FC) is super to other codes in function and restriction optimization. But it was ignored by researchers how FC was denoised in running environment of GA for enhancing the performance of GA. In this paper, it was proved by the wavelet theory that odd-length and even-length of chromosome encoded could all mutate with wavelet denoising. The float code GA (FCGA) with orthonormal multiwavelet denoising mutation (FGA WDM) was presented by it based on the above result. The experiments were done by it. The reault indicates which FGA WDM is superior to FCGA.

作者: Mingyi Cui

作者单位: School of Information, Henan University of Finance & Economics, Zhengzhou 450002,P.R.China

会议类型: 国际会议

会议名称: The Second International Joint Conference on Computational Science and Optimization(CSO 2009)(2009 国际计算科学与优化会议)

会议地点: 三亚

会议语种:英文

页码: 172-175

在线出版日期: 2009-04-24（万方平台首次上网日期，不代表论文的发表时间）