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研究生: 黃健碩
Huang, Jian-Shuo
論文名稱: 移動最小二乘法
The Moving Least Square Method
指導教授: 王永明
Wang, Yung-Ming
學位類別: 碩士
Master
系所名稱: 工學院 - 土木工程學系
Department of Civil Engineering
論文出版年: 2010
畢業學年度: 98
語文別: 中文
論文頁數: 96
中文關鍵詞: 移動最小二乘法彈性力學邊界問題
外文關鍵詞: meshless method, boundary value problems
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  • 本文應用移動最小二乘法(moving least square method,MLSM)來分析一維邊界值問題及二維彈性力學扭矩問題。本方法透過局部區域內離散點函數值資料,並加上微分方程式及邊界條件三者同時以加權最小二乘法建立滿足邊界值問題之近似函數,再由近似函數與節點值之一致性,即可求出邊界問題在節點上的近似值,依此可求出邊界值問題之近似解。本文最後以一維邊界值問題、二維彈力扭矩在橢圓形、正三角形及矩形作為計算範例,並與真解做比較來驗證及討論本方法之可行性與精度。

    In this paper, we present a fully meshless method for solving differential equation governing a certain physical problem. The novelty of this approach is that, using the moving least square technique, we attempt to reduce the weighted sum of the residuals that results from the approximation to the field variable, the governing equation and the boundary conditions. The process lead to an interpolation function which is express in terms of the nodal value of the field variable and the nodal value of the nonhomogeneous terms in the differential equation. According to the requirement of consistency of the interpolation function with its value at nodes, the point collocation technique was employed to determine the unknown nodal values, and so complete the process of determining an approximate solution to given problem. Various example problem include the one-dimensional boundary value problem and the two-dimensional problems of torsion of elastic shaft are solved to demonstrate the accuracy and the rate of convergency of this method.

    目錄 摘要……………………………………………………………………………Ⅰ ABSTRACT ………………………………………………………………….Ⅱ 致謝……………………………………………………………………Ⅲ 目錄……………………………………………………………………………Ⅳ 表目錄…………………………………………………………………………Ⅵ 圖目錄…………………………………………………………………………Ⅶ 第1章 緒論……………………………………………...……...………...…1 1.1 前言……………………………………………...………......………1 1.2 無元素法的發展……………………………………..…………...…1 1.3 本文架構…………………………………………...……...……...…3 第2章 移動最小二乘法理論推導……………...…………….…..…..…5 2.1 移動最小二乘法推導………………………………………………6 2.2 Taylor級數展開法解釋……………………………………………9 2.3 再生核法解釋……………………………………………………12 2.4 加權函數與鄰近點數的選取……………………………………14 第3章 二維彈力扭矩問題……………………………...……………16 第4章 數值分析結果………………………….…………...…………….19 4.1 常微分方程式……………………………………….....…………..19 4.1.1 例一Dirichlet邊界值問題……………………..……….……..19 4.1.2 例二Newman邊界值問題………………….....………….…..21 4.2 橢圓斷面桿件受扭力..…………………………..……...22 4.2.1 例三 圓形斷面桿件……………….…….....…………..23 4.2.2 例四 橢圓4:1斷面桿件………………………….....…………..25 4.3 三角形斷面桿件受扭力…………..………...……………..27 4.3.1 例五 正三角形斷面桿件…………………….....…….………..28 4.4 矩形斷面桿件受扭力………………….....…………..28 4.4.1 例六 正方形斷面桿件……………………….....…….………..29 4.4.2 例七 長方形斷面桿件……………………….....…….………..30 第5章 結論……………………………...………………….……….……..32 參考文獻 ……………………………...……………………...…….….….. 35 自述………………………...……………………...…….….….96

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