Course Outline Overview of pdes(1) o Finite differences methods(6) Finite volume methods(3) Finite element methods(7) Boundary integral methods(6)

Motivation Consider a standard second order finite difference discretization

1 Background Brandt(1973)published first paper SLIDE 1 Offers the possibility of solving a problem with work and storage propor tional to the number of unknowns Well developed for elliptic proble

1.1 最优化问题简介 1.2 最优化方法概述

信赖域方法是求解最优化问题的另一类有效 方法．其最初的设计思想可追溯至Levenberg Marquart 和 对Gauss－Newton法的修 正．线搜索方法是把一个复杂的最优化问题转化 成一系列简单的一维寻优问题．信赖域方法是把 最优化问题转化为一系列相对简单的局部寻优 问题．

1 Motivation SLIDE 1 Consider a standard second order finite difference discretization of V-u= on a regular g 1.2. and 3 dimensions 1.1 1D Finite differences

Governing Equation Stability Analysis 3 Examples Relationship between σ and λh Implicit Time-Marching Scheme

Outline Governing Equation Stability Analysis 3 Examples Relationship between σ and λh Implicit Time-Marching Scheme

机器学习：累积方向-数量级光流梯度直方图的人体动作识别

最小二乘法 一、线性最小二乘法 二、非线性最小二乘法 1.改进的 Gauss-Newton-法 2. Levenberger-Marquart-方法