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用MATLAB求解无约束的问题,主要有最速下降法,牛顿法,共轭梯度法,变尺度法(DFP和BFGS法),非线性最小二乘法。
用MATLAB求解有约束的问题,主要是外惩罚函数和广义乘子法。
以及一些对具体问题的分析,MATLAB的代码在文档里都有。
-Using MATLAB to solve the problem of non-binding, there are the steepest descent method, Newton method, conjugate gradie
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北航数值分析第三题,最小二乘法,求解非线性方程,能够为北航数值分析提供很好的支持。-Beihang numerical analysis third title, the least square method for solving nonlinear equations, numerical analysis of Beihang able to provide good support.
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利用最小二乘法进行的非线性拟合,针对不同频率建立了非线性代数模型,并给出了验证算法。-The nonlinear fitting using the least square method about different frequencies,as well as the verifying cod.
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黎曼流形上的优化算法。目标函数定义在黎曼流形上,在流形上利用梯度下降等进行优化-Provides four iterations for optimization on the Steifel and Grassmann manifolds:
dog-leg steps
Polak-Ribiere nonlinear CG
Fletcher-Reeves nonlinear CG
Newton s method
Contains applications for n
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非线性最小二乘法Matlab实现
f=x(1)*K^x(2)*L^x(3)-b
Cobb-Douglas生产函数-Matlab nonlinear least square method to achieve f = x (1)* K ^ x (2)* L ^ x (3)-b Cobb-Douglas production function
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最小二乘法,无论是在工程上还是在学术上都应用越来越广泛,文章给出了一个比较好用的最小二乘matlab 实现程序,很好用下载即可运行。-Least squares method, whether in engineering or applied more widely both the academic, the article gives a least squares matlab implementation relatively easy to use program, good to
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用最小二乘法求解非线性最优化问题,得最优解-The least square method for solving nonlinear optimization problems, have the optimal solution
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In this project, we have designed and implemented a method to estimate the dual frequencies in sinusoids immersed in additive white Gaussian noise. The Cramér-Rao lower bound (CRLB) for the signal model and a nonlinear least square frequency estimato
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非线性模型及其解法,最小二乘法,详细公式推导及个人理解,参考文献俱全-Nonlinear model and its solution, the least square method, detailed and individual understand formula, with references
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利用最小二乘法进行拟合多元非线性方程,通过反复训练模板能有较高的识别率,最小均方误差(MMSE)的算法。- Multivariate least squares fitting method of nonlinear equations, Through repeated training YcQJZVVlate have higher recognition rate, Minimum mean square error (MMSE) algorithm.
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利用最小二乘法进行拟合多元非线性方程,最小均方误差(MMSE)的算法,ICA(主分量分析)算法和程序。- Multivariate least squares fitting method of nonlinear equations, Minimum mean square error (MMSE) algorithm, ICA (Principal Component Analysis) algorithm and procedures.
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车牌识别定位程序的部分功能,利用最小二乘法进行拟合多元非线性方程,最小均方误差等算法的MSE的计算。- Part of the license plate recognition locator feature, Multivariate least squares fitting method of nonlinear equations, Minimum mean square error MSE calculation algorithm.
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非线性最小二乘法实现PID控制器参数的迭代反馈整定-Nonlinear least square method to realize the iterative feedback setting of PID controller parameters
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基于matlab的非线性最小二乘法,以一个多自由体系为例。(A nonlinear least square method based on MATLAB, taking a multi freedom system as an example.)
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利用最小二乘法可以求解线非性规划问题,最小二乘法着重解决优化约束问题(Least square method can solve nonlinear programming problem.Least squares method focuses on solving optimization constraints)
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matlab,用最小二乘法进行非线性拟合的程序,满足新手的学习(Matlab, a nonlinear fitting program using the least square method to meet the novice's learning)
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最优化方法中的非线性最小二乘法,用于学习最优化方法和解决实际问题(The nonlinear least square method of optimization method is used to learn optimization method and solve practical problems)
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