CVX101: Convex Optimization

开始时间: 01/20/2014 持续时间: 未知

所在平台: Stanford Online

课程类别: 数学

大学或机构: Stanford University(斯坦福大学)

   

课程主页: https://class.stanford.edu/courses/Engineering/CVX101/Winter2014/about

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课程详情

This course concentrates on recognizing and solving convex optimization problems that arise in applications. The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learning, control and mechanical engineering, digital and analog circuit design, and finance.

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qianmin_ 2013-12-16 17:53 0 票支持; 0 票反对

正在看这本书,看起来还是有点吃力的。正好就要有公开课了,赞啊

课程简介

This course concentrates on recognizing and solving convex optimization problems that arise in applications. The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learning, control and mechanical engineering, digital and analog circuit design, and finance.

课程标签

凸优化 优化 最优化 凸集 凸函数 凸分析 凸优化算法

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