文件名称：Applied Numerical Methods with MATLAB for Engineers and Scientists
文件大小：31.57MB
文件格式：PDF
更新时间：2020-03-06 20:41:05
MATLAB
Title: Applied Numerical Methods with MATLAB for Engineers and Scientists, 4th Edition Author: Steven Chapra Length: 720 pages Edition: 4 Language: English Publisher: McGraw-Hill Education Publication Date: 2017-02-06 ISBN-10: 0073397962 ISBN-13: 9780073397962 Table of Contents Part One: Modeling, Computers, and Error Analysis Chapter 1 Mathematical Modeling, Numerical Methods, and Problem Solving Chapter 2 MATLAB Fundamentals Chapter 3 Programming with MATLAB Chapter 4 Roundoff and Truncation Errors Part Two: Roots and Optimization Chapter 5 Roots: Bracketing Methods Chapter 6 Roots: Open Methods Chapter 7 Optimization Part Three: Linear Systems Chapter 8 Linear Algebraic Equations and Matrices Chapter 9 Gauss Elimination Chapter 10 LU Factorization Chapter 11 Matrix Inverse and Condition Chapter 12 Iterative Methods Chapter 13 Eigenvalues Part Four: Curve Fitting Chapter 14 Linear Regression Chapter 15 General Linear Least-Squares and Nonlinear Regression Chapter 16 Fourier Analysis Chapter 17 Polynomial Interpolation Chapter 18 Splines and Piecewise Interpolation Part Five: Integration and Differentiation Chapter 19 Numerical Integration Formulas Chapter 20 Numerical Integration of Functions Chapter 21 Numerical Differentiation Part six: Ordinary Differential Equations Chapter 22 Initial-Value Problems Chapter 23 Adaptive Methods and Stiff Systems Chapter 24 Boundary-Value Problems Appendix A: Matlab Built-In Functions Appendix B: Matlab M-File Functions Appendix C: Introduction To Simulink