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混沌变异进化规划及在数字水印中的应用
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作者 李晓举 王红霞 刘丽 《微计算机信息》 2009年第24期55-56,46,共3页
针对现有的数字水印算法都是根据人类视觉模型理论来寻找嵌入位置的问题,本文提出一种新的变尺度进化规划算法。该算法根据混沌序列的特性,将混沌引入到进化规划的变异算子中,并利用提出的进化规划算法来寻找数字图像中水印的嵌入部位... 针对现有的数字水印算法都是根据人类视觉模型理论来寻找嵌入位置的问题,本文提出一种新的变尺度进化规划算法。该算法根据混沌序列的特性,将混沌引入到进化规划的变异算子中,并利用提出的进化规划算法来寻找数字图像中水印的嵌入部位。理论分析和实验结果表明,该算法具有良好的快速收敛性和鲁棒性,并可以自适应寻找水印的最优嵌入部位,以最大限度地减少因水印的嵌入而对原始图像造成的破坏。 展开更多
关键词 数字水印 尺度混沌变异 进化规划 峰值信噪比
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基于多种群量子进化的区间二型模糊规则挖掘算法 被引量:7
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作者 钱小毅 张宇献 +1 位作者 张志峰 王建辉 《控制理论与应用》 EI CAS CSCD 北大核心 2019年第1期32-42,共11页
利用智能优化算法挖掘模糊分类规则能够解决模糊前件参数和无关项的组合优化问题,但也存在依赖初始规则以及更新过程无指导等缺陷,导致分类精度难以保证.为此,本文以二型模糊规则分类系统为框架,采用模糊聚类得到代表性样本并启发式的... 利用智能优化算法挖掘模糊分类规则能够解决模糊前件参数和无关项的组合优化问题,但也存在依赖初始规则以及更新过程无指导等缺陷,导致分类精度难以保证.为此,本文以二型模糊规则分类系统为框架,采用模糊聚类得到代表性样本并启发式的产生初始规则,以量子等位基因形式对规则进行编码生成多初始种群,根据基因的优良性,以变尺度变异操作实现等位基因的指导性进化.在此基础上,利用矛盾规则重构机制,提高模糊规则分类系统的精度.将所提出算法与FH–GBML–IVFS–Amp算法和GAGRAD算法进行了分类精度对比,并在不同噪声水平下,与C4.5算法、朴素贝叶斯分类器和BP神经网络进行分类鲁棒性比较,实验结果表明所提出算法具有较好分类精度与鲁棒性. 展开更多
关键词 基于模糊规则的分类系统 量子进化算法 多种群量子编码 变尺度变异 矛盾规则重构
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Variability of Tropical Cyclone in High Frequent Occurrence Regions over the Western North Pacific 被引量:1
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作者 YANG Yuxing HUANG Fei WANG Faming 《Journal of Ocean University of China》 SCIE CAS 2014年第3期347-355,共9页
In this study, three high frequent occurrence regions of tropical cyclones(TCs), i.e., the northern South China Sea(the region S), the south Philippine Sea(the region P) and the region east of Taiwan Island(the region... In this study, three high frequent occurrence regions of tropical cyclones(TCs), i.e., the northern South China Sea(the region S), the south Philippine Sea(the region P) and the region east of Taiwan Island(the region E), are defined with frequency of TC's occurrence at each grid for a 45-year period(1965–2009), where the frequency of occurrence(FO) of TCs is triple the mean value of the whole western North Pacific. Over the region S, there are decreasing trends in the FO of TCs, the number of TCs' tracks going though this region and the number of TCs' genesis in this region. Over the region P, the FO and tracks demonstrate decadal variation with periods of 10–12 year, while over the region E, a significant 4–5 years' oscillation appears in both FO and tracks. It is demonstrated that the differences of TCs' variation in these three different regions are mainly caused by the variation of the Western Pacific Subtropical High(WPSH) at different time scales. The westward shift of WPSH is responsible for the northwesterly anomaly over the region S which inhibits westward TC movement into the region S. On the decadal timescale, the WPSH stretches northwestward because of the anomalous anticyclone over the northwestern part of the region P, and steers more TCs reaching the region P in the greater FO years of the region P. The retreating of the WPSH on the interannual time scale is the main reason for the FO's oscillation over the region E. 展开更多
关键词 high frequent occurrence regions frequency of tropical cyclone's occurrence western Pacific subtropical high
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A study on variations of non-dipole magnetic field over Chinese mainland during 2000 BC to 1990 AD 被引量:1
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作者 FENG Yan JIANG Yong +2 位作者 SUN Han AN ZhenChang MAO Fei 《Science China Earth Sciences》 SCIE EI CAS 2014年第6期1229-1244,共16页
We calculated and analyzed variation of the non-dipole(ND)magnetic field at the millennium scale over the Chinese mainland during 2000 BC–1900 AD using the newest global geomagnetic model,CALS3K.4(3K.4).The newest-ge... We calculated and analyzed variation of the non-dipole(ND)magnetic field at the millennium scale over the Chinese mainland during 2000 BC–1900 AD using the newest global geomagnetic model,CALS3K.4(3K.4).The newest-generation IGRF(IGRF11)was used to verify the results.Taking component Z for example,we calculated and analyzed the distribution and annual change rates of the ND field during 1900–1990 AD every 5 yr,using two models.To thoroughly analyze the contributions of field sources,quadrupole and octupole fields,and others within the ND field at the surface and core-mantle boundary(CMB)were investigated.Results show that there were three main variation phases of the field during the period 2000BC–1900 AD.The mean amplitude roughly reflected the ND field because of the distribution and variation of that field,corresponding somewhat to the mean amplitude change.A magnetic anomaly of the ND field over East Asia(EA)first emerged in 1682 AD,and its extreme intensity had increased a total of 15276.95 nT by 1900 AD.Its location moved continuously southeastward after 1690 AD.The asymmetry between location and intensity of extreme points over EA,particularly during1740–1760 AD,indicates irregularity of fluid motion inside the outer core.Mean annual changes of Z are generally divided into four phases,which first oscillated between 2000 and 800 BC,then increased,decreased and increased in the periods 800BC–300 AD,300–900 AD and 900–1900 AD,respectively.The intensity of mean annual change increased a total of 22.87nT/yr.Anomaly extreme locations based on 3K.4 and IGRF11 over EA centered around 44°N and 103°E for degree(n)greater than 5,and intensities continuously increased with n.During 2000 BC–1990 AD,ND energy of Z at the surface and CMB had decreased in total by 18.29%and 23.23%,respectively.The field source of 26–210 pole fields are more or less affected by the lithospheric field.Energies of higher degree at the surface attenuate by almost 99%compared with CMB,but mean attenuation speeds of the low-degree ND field are faster than high-degree,which implies that the low-degree ND field has a deeper source. 展开更多
关键词 non-dipole geomagnetic field CALS3K.4 IGRF11
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