共查询到20条相似文献,搜索用时 234 毫秒
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本文揭示了一个事实,小波不仅可构成L2空间中的正交基,小波分解与重构滤波还可产生N维空间中的正交基.在本文提出修改的小波变换算法之下,N点信号的小波变换等价于N维空间中的正交变换.用该算法进行信号或图象压缩,无需对信号或图象进行周期延拓,可严格地在N维空间中进行. 相似文献
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一种利用多通道小波变换去噪的算法 总被引:1,自引:0,他引:1
通过对多通道小波和小波变换以及奇异信号的小波变换特性的讨论和分析,提出了一种利用M道小波变换去噪的算法,并利用此算法对加噪信号进行了模拟实验,实验结果表明,该算法简便,易于编程实现且去噪效果理想。 相似文献
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信号的采样问题,就是探讨采样集满足什么条件时,能够重建信号,如何重建信号.对于f(x)∈L^2(R),这里证明了,当采样集满足一定的条件时,适当选择小波基,可以重建信号,并且考虑了用迭代重构算法来重建信号,得到了具体的逼近精度. 相似文献
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基于小波网络的干旱程度评估方法 总被引:2,自引:0,他引:2
本根据干旱事件识别的基本原理,同时基于小波基具有很强的自适应性和函数变化能力,提出了一种基于小波网络的干旱程度评估新方法,并在最小均方能量准则下,采用相应的共轭梯度学习算法求解子波函数线性组合的尺度和时延参数,以及小波网络的权值,仿真实验表明采用该方法极大地提高了对干旱程度辩识的正确率,可为干旱研究提一条新的途径。 相似文献
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小波分析在测试信号分析中的应用 总被引:9,自引:0,他引:9
本文给出了小波的基本原理和构造方法以及小波分析的快速算法,将小波分析方法(WAM)引入到非平稳冲击信号的分析中,作为小波分析应用实例,对汽车齿轮箱的断齿测信号进行了分析,给出了分析结果 相似文献
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小波变换及其在时-频分析中的应用 总被引:7,自引:0,他引:7
冉启文、王建赜.小波变换及其在时-频分析中的应用.小波变换作为数据处理和数字信号处理的一种新方法,具有良好的时-频局部化能力,为信号的时-频分析提供了有效的分析方法。本文详细讨论了小波分析的时-频特性,同时给出这个性质的几个典型应用 相似文献
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本文研究了一元α尺度紧支撑、双正交多小波的构造.在区间[-1,1],给出了利用α尺度双正交尺度向量构造α尺度双正交多小波的推导过程得到了一种有效的小波构造算法,并给出了数值算例. 相似文献
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In this paper we study the cerebrovascular dynamics in newborn rats using the wavelet-based multifractal formalism in order to reveal effective markers of early pathological changes in the macro- and microcirculation at the hidden stage of the development of intracranial hemorrhage (ICH). We demonstrate that the singularity spectrum estimated with the wavelet-transform modulus maxima (WTMM) technique allows clear characterization of a reduced complexity of blood flow dynamics and changes of the correlation properties at the transformation of normal physiological processes into pathological dynamics that are essentially different at the level of large and small blood vessels. 相似文献
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N.M. Bujurke C.S. Salimath Ramesh B. Kudenatti S.C. Shiralashetti 《Journal of Computational and Applied Mathematics》2007
The combined study of effects of poroelasticity and couple stresses on the performance of lubrication aspects of porelastic bearings in general and that of synovial joints in particular are analyzed. The modified form of Reynolds equation which incorporates the elastic nature of cartilage and Stokes couple-stress fluid as lubricant is derived and solved using a recently developed wavelet multigrid method. This method has greatest advantage of minimizing the errors using wavelet transforms in obtaining accurate solution as grid size tends to zero. It is found that, 6–7 cycles are required to obtain a reasonably accurate solution in the multigrid scheme, whereas, only one cycle is required to obtain the solution in the wavelet-multigrid method. Also, matrix of discrete wavelet-transform acts as a natural preconditioner producing rapid convergence. It is observed that, the poroelastic bearings with couple-stress fluid as lubricant provide enhancement in pressure and ensure the increased load carrying capacity compared with viscous fluids. This may be one of the reasons in the efficient lubrication and proper functioning of synovial joints. 相似文献
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Multiobjective linear programming algorithms are typically based on value maximization. However, there is a growing body of experimental evidence showing that decision maker behavior is inconsistent with value maximization. Tversky and Simonson provide an alternative model for problems with a discrete set of choices. Their model, called the componential context model, has been shown to capture observed decision maker behavior. In this paper, an interactive multiobjective linear programming algorithm is developed which follows the rationale of Tversky and Simonson. The algorithm is illustrated with an example solved using standard linear programming software. Finally, an interactive decision support system based on this algorithm is developed to field test the usefulness of the algorithm. Results show that this algorithm compares favorably with an established algorithm in the field. 相似文献
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The Arnoldi-type algorithm proposed by Golub and Greif [G. Golub, C. Greif, An Arnoldi-type algorithm for computing PageRank, BIT 46 (2006) 759-771] is a restarted Krylov subspace method for computing PageRank. However, this algorithm may not be efficient when the damping factor is high and the dimension of the search subspace is small. In this paper, we first develop an extrapolation method based on Ritz values. We then consider how to periodically knit this extrapolation method together with the Arnoldi-type algorithm. The resulting algorithm is the Arnoldi-Extrapolation algorithm. The convergence of the new algorithm is analyzed. Numerical experiments demonstrate the numerical behavior of this algorithm. 相似文献
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István Borgulya 《Central European Journal of Operations Research》2008,16(4):331-343
In this paper, we present a multi-objective evolutionary algorithm for the capacitated vehicle routing problem with route
balancing. The algorithm is based on a formerly developed multi-objective algorithm using an explicit collective memory method,
namely the extended virtual loser (EVL). We adapted and improved the algorithm and the EVL method for this problem. We achieved
good results with this simple technique. In case of this problem the quality of the results of the algorithm is similar to
that of other evolutionary algorithms. 相似文献
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Luke Bornn Pierre E. Jacob Pierre Del Moral Arnaud Doucet 《Journal of computational and graphical statistics》2013,22(3):749-773
While statisticians are well-accustomed to performing exploratory analysis in the modeling stage of an analysis, the notion of conducting preliminary general-purpose exploratory analysis in the Monte Carlo stage (or more generally, the model-fitting stage) of an analysis is an area that we feel deserves much further attention. Toward this aim, this article proposes a general-purpose algorithm for automatic density exploration. The proposed exploration algorithm combines and expands upon components from various adaptive Markov chain Monte Carlo methods, with the Wang–Landau algorithm at its heart. Additionally, the algorithm is run on interacting parallel chains—a feature that both decreases computational cost as well as stabilizes the algorithm, improving its ability to explore the density. Performance of this new parallel adaptive Wang–Landau algorithm is studied in several applications. Through a Bayesian variable selection example, we demonstrate the convergence gains obtained with interacting chains. The ability of the algorithm’s adaptive proposal to induce mode-jumping is illustrated through a Bayesian mixture modeling application. Last, through a two-dimensional Ising model, the authors demonstrate the ability of the algorithm to overcome the high correlations encountered in spatial models. Supplemental materials are available online. 相似文献
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We describe an automatic quadrature routine which is specifically designed for real functions having a certain type of infinite oscillating tails. The algorithm is designed to integrate a vector function over an infinite interval. A FORTRAN implementation of the algorithm is included.The algorithm combines an adaptive subdivision strategy with extrapolation and requires that the decay of all the functions in the vector is the same. The algorithm is based on the assumption that the oscillating behavior is due to a periodic function with the property that it changes sign when evaluated at points of distance half a period. We assume that this period is known. The algorithm offers a choice of three different quasi-linear extrapolation procedures, namely the Euler transformation and two modifications of this transformation.This work was supported by The Norwegian Research Council for Science and the Humanities. 相似文献
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最小风险证券组合的结构分析和迭代算法 总被引:1,自引:0,他引:1
本文分析了最小风险组合证券投资的结构特征,并提出了一种组合证券风险最小化的迭代算法,证明了其收敛性.该算法操作简单,且易于处理不允许卖空情况下的证券组合问题. 相似文献
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研究机器带学习效应,目标函数为时间表长的两台平行机排序问题,问题是NP-难的.首先建立了求解该问题最优解的整数规划模型.其次,基于模拟退火算法给出了该问题的近似算法SA,并证明了该算法依概率1全局收敛到最优解.最后,通过数值模拟对所提出的算法进行了性能分析.数值模拟结果表明,近似算法SA可以达到最优值的99%,准确度高,算法较有效. 相似文献