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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