数值分析

(钟华-外聘)MAT50022024秋  
2024秋
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选课类别:专业任务 教学语言:中文
课程类别:专业必修课 开课单位:数学系
课程层次:未知 获得学分:3.0
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课程简介(教工部数据)
这门课是针对工程研究生和本科高年级学生开设的。简要介绍基本的数值计算方法:内容包括插值、数值积分、线性方程组求解、线性和非线性最小二乘、常微分方程求解方法,最后讲述与信息科学发展密切相关的线性约束凸优化问题的 ADMM 类分裂收缩算法。


This course is designed for the graduate students in engineering and the senior undergraduate students. The basic numerical methods will be briefly introduced. The contents include the interpolation, numerical integration, solution methods of system linear equations, the basic numerical methods for linear and nonlinear least squares, and numerical methods for ordinary differential equations. Finally, some ADMM-like methods of linear constrained convex optimization problems, which are closely related to the development of information science, are introduced.
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