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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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fanyan
用SVD奇异值分解法和阻尼最小二乘算法解决地球物理反问题,程序比较简单易懂(Using SVD, singular value decomposition method and damped least-squares algorithm to solve geophysical inverse problem, the procedure is relatively simple to understand)
- 2008-04-10 11:35:17下载
- 积分:1
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tsvd
截断奇异值分解技术是一种正则化方法,用于不适定问题的数值计算(Truncated Singular Value Decomposition is a regularizaiton method for ill-conditioned problem computation.)
- 2020-08-13 23:18:26下载
- 积分:1
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Split-Step-Fourier
这个Matlab的m代码解决了薛定谔方程,沿着带宽频率和相位偏移,显示三维图像。(The Matlab m-code to solve the Schrodinger equation along the bandwidth of the frequency and phase offset, showing three-dimensional image.)
- 2008-07-23 00:11:43下载
- 积分:1
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Douglas_Peucker
Douglas-Peucker algorithm for a 2-dimensional data with example in matlab.
- 2012-12-24 04:46:23下载
- 积分:1
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ccsm
idl环境下运行,计算两幅图像的交叉相关系数,用于变化检测方面的研究(idl environment to run the calculation two images of cross-correlation coefficient for change detection studies)
- 2008-12-24 12:20:50下载
- 积分:1
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abod
对于chebyshev法只能对于均匀线阵,本程序实现对任意结构阵列的波束优化(Chebyshev method for only the uniform linear array, the program structure of arbitrary beam array optimization)
- 2008-02-29 10:13:56下载
- 积分:1
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xianjiechuhuakuairunhua
线接触滑块润滑,基于有限差分法,采用的是中间差分的方法,求解油膜厚度(Line contact slider lubrication, based on the finite difference method, using an intermediate difference method for solving film thickness)
- 2016-03-23 09:04:56下载
- 积分:1
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乘法计算过程的代码 pls2
说明: 代码为偏最小二乘法计算过程的代码,主要部分都有中文解释(Code for the calculation process of partial least squares method)
- 2020-06-24 00:40:02下载
- 积分:1
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XFEM_Fracture
本书介绍了XFEm在结构件的断裂分析中的应用(this book introduces the application of XFEM in the field of fracture analysis)
- 2021-02-26 14:39:37下载
- 积分:1