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共轭梯度法
说明: 共轭梯度法(Conjugate Gradient)是介于最速下降法与牛顿法之间的一个方法,它仅需利用一阶导数信息,但克服了最速下降法收敛慢的缺点,又避免了牛顿法需要存储和计算Hesse矩阵并求逆的缺点,共轭梯度法不仅是解决大型线性方程组最有用的方法之一,也是解大型非线性最优化最有效的算法之一。 在各种优化算法中,共轭梯度法是非常重要的一种。其优点是所需存储量小,具有步收敛性,稳定性高,而且不需要任何外来参数。(Conjugate gradient method Gradient) is a method between the steepest descent method and Newton's method. It only uses the first derivative information, but overcomes the disadvantage of slow convergence of steepest descent method, and avoids the disadvantage of storing and calculating Hesse matrix and solving inverse of Newton's method. Conjugate gradient method is not only one of the most useful methods to solve large-scale linear equations, but also the most effective method to solve large-scale nonlinear optimization One of the algorithms of. Among all kinds of optimization algorithms, conjugate gradient method is very important. It has the advantages of small storage, step convergence, high stability and no external parameters.)
- 2020-06-27 15:46:08下载
- 积分:1
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upwind
迎风格式有限元求解二维不可压缩流,值得学习和借鉴其中的许多内容(upwind finite element method solve incompressible fluent flow)
- 2013-06-23 09:30:39下载
- 积分:1
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chazhi
各种插值算法,高斯插值算法,线性插值算法,牛顿插值法,哈米特矩阵插值算法(Various interpolation algorithm, the Gaussian interpolation algorithm, linear interpolation algorithm, Newton interpolation, Hammett matrix interpolation algorithm)
- 2012-09-03 18:37:48下载
- 积分:1
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juzhen2
实现矩阵的四则运算,并能计算矩阵的特征值和特征向量(Four arithmetic operations of matrices are realized, and eigenvalues and eigenvectors of matrices can be calculated.)
- 2019-06-11 15:21:39下载
- 积分:1
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allan
通过matlab计算allan variance,较为复杂,注释详细(Matlab Allan variance, more complex, detailed notes)
- 2020-10-16 19:17:28下载
- 积分:1
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fun_fx86
采用了小波去噪的思想,matlab开发工具箱中的支持向量机,包括邓氏关联度、绝对关联度、斜率关联度、改进绝对关联度。( Using wavelet denoising thought, matlab development toolbox support vector machine, Including Deng s correlation, absolute correlation, correlation of slope, improved absolute correlation.)
- 2017-04-10 13:45:38下载
- 积分:1
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CLMCS
潮流计算中拉丁超立方采样的算法,可利用其进行概率潮流计算(Flow calculation Latin hypercube sampling algorithm, can use its probabilistic load flow calculation)
- 2021-04-06 19:39:02下载
- 积分:1
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MatlabMie
利用Mie散射原理计算多层介质球的散射特性(Principles calculation using Mei scattering scattering properties of multilayer dielectric sphere)
- 2011-05-28 10:33:04下载
- 积分:1
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A-Novel-Quaternion-Kalman-Filter
一篇关于qkf文献, 量测方程四元素线性推导过程。 (A Novel Quaternion Kalman Filter)
- 2016-09-01 10:58:48下载
- 积分:1
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fangjen_v39
迭代自组织数据分析,基于matlab GUI界面设计,有PMUSIC 校正前和校正后的比较。( Iterative self-organizing data analysis, Based on matlab GUI interface design, A relatively before correction and after correction PMUSIC.)
- 2016-09-20 15:34:49下载
- 积分:1