计算机工程与应用Issue(15):12-16,5.DOI:10.3778/j.issn.1002-8331.1501-0274
2-Adic MRA的浮点数编码遗传算法
2-Adic MRA based floating point representation Genetic Algorithm
摘要
Abstract
An orthonormal wavelet basis is constructed with 2-Adic multiresolution analysis. Validity of the constructed orthonormal wavelet is proven in denoising on Floating Point Representation Genetic Algorithm(FPRGA). Denoising muta-tion operation with the orthonormal wavelet is proposed in FPRGA. The aim is to remove noises from floating point repre-sentation in genetic environment. The genetic algorithm based on 2-Adic multiresolution analysis is structured. The experi-ment is done. The simulation experiment indicates that the algorithm can improve obviously convergence rate and preci-sion of FPRGA. It has greater reliability than base algorithm.关键词
2-Adic多分辨率分析(MRA)/正交小波/浮点数编码/消噪变异/遗传算法Key words
2-Adic Multiresolution Analysis(MRA)/orthonormal wavelet/floating point representation/denoising muta-tion/Genetic Algorithm(GA)分类
信息技术与安全科学引用本文复制引用
崔明义..2-Adic MRA的浮点数编码遗传算法[J].计算机工程与应用,2015,(15):12-16,5.基金项目
国家自然科学基金(No.61202285);河南省科技攻关项目(No.132102210138)。 ()