共查询到19条相似文献,搜索用时 156 毫秒
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简洪平 《有色冶金设计与研究》2002,23(4):77-79
采用序列二次规划法对空间网架结构优化设计时,起控制作用的约束条件是应力约束,在对应力约束函数进行序列二次归格化时必须进行应力灵敏度分析,同时设计变量运动极限的选取将直接影响到迭代过程的平稳度、迭代次数以及迭代计算结果的精确度,既此提出了应力灵敏度和设计变量运动极限的计算方法及理论依据。 相似文献
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建立了计算机串级萃取优化k值的迭代函数:R=c/k d/(k-1)。实例应用和分析对比结果表明,用该迭代函数来计算串级萃取最优化k值,计算简便,结果可靠。 相似文献
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能力验证计划实施中,要按照科学的统计方法分析能力验证参加者的测定结果,并给出公平合理的评价。通常优先采用对离群值相对不敏感的稳健统计方法进行能力验证结果分析。通过实际检测数据计算实例,对比了迭代算法A与Q/Hampel两种稳健统计方法的计算结果。研究表明:两种稳健统计方法计算的稳健平均值基本相同,计算的稳健标准差存在区别,但对各实验室检测能力评价一致。能力验证结果中存在局部众数时,迭代算法A和Q/Hampel方法计算所得稳健平均值比值为1.03,而两者稳健标准差比值达到了2.32,Q/Hampel方法比迭代算法A表现出更好的稳健可靠性。 相似文献
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Iterative reconstruction from single photon emission computed tomography (SPECT) data requires regularization to avoid noise amplification and edge artefacts in the reconstructed image. This is often accomplished by stopping the iteration process at a relatively low number of iterations or by post-filtering the reconstructed image. The aim of this paper is to develop a method to automatically select an optimal combination of stopping iteration number and filters for a particular imaging situation. To this end different error measures between the distribution of a phantom and a corresponding filtered SPECT image are minimized for different iteration numbers. As a study example, simulated data representing a brain study are used. For post-reconstruction filtering, the performance of 3D linear diffusion (Gaussian filtering) and edge preserving 3D nonlinear diffusion (Catté scheme) is investigated. For reconstruction methods which model the image formation process accurately, error measures between the phantom and the filtered reconstruction are significantly reduced by performing a high number of iterations followed by optimal filtering compared with stopping the iterative process early. Furthermore, this error reduction can be obtained over a wide range of iteration numbers. Only a negligibly small additional reduction of the errors is obtained by including spatial variance in the filter kernel. Compared with Gaussian filtering, Catté diffusion can further reduce the error in some cases. For the examples considered, using accurate image formation models during iterative reconstruction is far more important than the choice of the filter. 相似文献
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Thanh X. Nguyen Dong-Ok Kim Byoung-Wan Kim In-Won Lee 《Canadian Metallurgical Quarterly》2005,131(5):542-545
This study presents an efficient eigensolution method for nonproportionally damped systems. The proposed method is obtained by applying the accelerated Newton–Raphson technique and the orthonormal condition of the eigenvectors to the linearized form of the quadratic eigenproblem. In the Newton–Raphson scheme, a step length and a selective scheme are introduced to increase the convergence of the solution. The step length can be evaluated by minimizing the norm of the residual vector using the least-squares method. While the singularity may occur during the factorizing process in other iteration methods such as the inverse iteration method and the subspace iteration method if the shift value is close to an exact eigenvalue, the proposed method guarantees the nonsingularity by the orthonormal condition of eigenvectors, which can be proved analytically. A numerical example is presented to demonstrate the effectiveness of the proposed method. 相似文献
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Parallel and distributed computers have been shown to provide the necessary computational power to solve large-scale engineering problems. However, in order for this computation style to be effectively used, efficient computational algorithms must be devised. In this work, a domain-by-domain algorithm is developed for the parallel solution of nonlinear structural dynamics problems. In the proposed algorithm, the original structure is partitioned into a number of subdomains. Each subdomain is solved independently and, therefore, concurrently using a traditional direct-solution method. Finally, the solution for the interface degrees of freedom between neighboring subdomains is obtained by enforcing compatibility and equilibrium using an iterative procedure. The nonlinear version of the algorithm involves two iterations: The nonlinear dynamic equilibrium iteration and the interface equilibrium and compatibility iteration. The integration of these two iterations is investigated and two strategies are developed. It is found that the strategy in which the two iterations are isolated is the most efficient. As a demonstration, the fully nonlinear transient analysis of a 20-story model building is carried out. Excellent accuracy in the solution and significant speed up values are obtained. 相似文献
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Simulation of Highly Skewed Non-Gaussian Stochastic Processes 总被引:1,自引:0,他引:1
In this paper, a simulation methodology is proposed to generate sample functions of a stationary, non-Gaussian stochastic process with prescribed spectral density function and prescribed marginal probability distribution. The proposed methodology is a modified version of the Yamazaki and Shinozuka iterative algorithm that has certain difficulties matching the prescribed marginal probability distribution. Although these difficulties are usually sufficiently small when simulating non-Gaussian stochastic processes with slightly skewed marginal probability distributions, they become more pronounced for highly skewed probability distributions (especially at the tails of such distributions). Two major modifications are introduced in the original Yamazaki and Shinozuka iterative algorithm to ensure a practically perfect match of the prescribed marginal probability distribution regardless of the skewness of the distribution considered. First, since the underlying “Gaussian” stochastic process from which the desired non-Gaussian process is obtained as a translation process becomes non-Gaussian after the first iteration, the empirical (non-Gaussian) marginal probability distribution of the underlying stochastic process is calculated at each iteration. This empirical non-Gaussian distribution is then used instead of the Gaussian to perform the nonlinear mapping of the underlying stochastic process to the desired non-Gaussian process. This modification ensures that at the end of the iterative scheme every generated non-Gaussian sample function will have the exact prescribed non-Gaussian marginal probability distribution. Second, before the start of the iterative scheme, a procedure named “spectral preconditioning” is carried out to check the compatibility between the prescribed spectral density function and prescribed marginal probability distribution. If these two quantities are found to be incompatible, then the spectral density function can be slightly modified to make it compatible with the prescribed marginal probability distribution. Finally, numerical examples (including a stochastic process with a highly skewed marginal probability distribution) are provided to demonstrate the capabilities of the proposed algorithm. 相似文献
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四分位法和迭代法均是计算检测能力验证数据目标标准偏差的稳健统计分析方法, 其计算结果将直接用于判断实验室上报数据是否合格。利用195套(100多个检测项目)检测能力验证数据, 比较了两种稳健统计分析方法计算结果。模拟和实际数据计算结果均表明, 当数据分布趋势是正态分布时, 两种方法结果基本吻合, 但对于数据分布明显偏离正态分布检测项目, 四分位法计算得到的标准偏差过严, 导致实验室上报数据满意率明显下降, 出现统计学“弃真”错误。以删掉离群值后的经典统计法结果作为依据, 对两种方法合理性进行了判断。对于固体样品, 四分法与迭代法结果(标准偏差)比较接近, 两者相对偏差平均值为5.7%;液体样品为13.8%, 两者差别较大。迭代法既减小了离群值对统计分析结果的影响, 又避免了判断离群值时采用不同规则可能带来的人为因素影响。建议尽快将迭代法纳入国内检测能力验证数据评价标准体系。 相似文献
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全连接的玻尔兹曼机模型可全面描述稀疏系数间统计依赖关系,但时间复杂度较高.为了提高基于玻尔兹曼机的贝叶斯匹配追踪算法(BM-BMP)的重构速度和质量,本文提出一种改进算法.第一,将BM-BMP算法的最大后验概率(MAP)估计评估值分解为上一次迭代的评估值与增量,使得每次迭代仅需计算增量,极大缩短了计算耗时.第二,利用显著最大后验概率估计值平均的方式,有效近似最小均方误差(MMSE)估计,获得了更小的重构误差.实验结果表明,本文算法比BM-BMP算法的运行时间平均缩短了73.66%,峰值信噪比(PSNR)值平均提高了0.57 dB. 相似文献