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numerical-analysis's Introduction

数值分析课程

包含线性代数基础;浮点数计算;直接法求解线性系统(LU分解,Gauss消除,Cholesky—)以及系统稳定性的判断;最小二乘法与标准方程;迭代法求解线性系统(Jacobie和Gauss-Seidel方法)和非线性函数的零点(二分法,定点法,牛顿法,截距法);插值法(牛顿, 拉格朗日, 三次样条);数值积分;微分方程;特征值和特征向量等内容,以及基于Scilab的相关算法的代码实现。

Youtube经典课程 (法语)

https://www.youtube.com/channel/UC0P1fBo69W1cr_jbErisywQ (基础班)
https://www.youtube.com/channel/UC0awSYDxX0eqJbugrdWDjWg (索邦大学经典课程)

numerical-analysis's People

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