Loose Leaf for Applied Numerical Methods with Python for Engineers and Scientists

by Chapra, Steven C.

• ISBN13: 9781266649615
• ISBN10: 1266649611
• eBook ISBN(s): 9781266649851
• Edition: 1st
• Format: Loose-leaf
• Copyright: 2021-10-15
• Publisher: McGraw Hill
• More Book Details

Table of Contents

1 Mathematical Modeling, Numerical Methods, and Problem Solving
2 Python Fundamentals
3 Programming in Python
4 Roundoff and Truncation Errors
5 Roots: Bracketing Methods
6 Roots: Open Methods
7 Optimization
8 Linear Algebraic Equations and Matrices
9 Gauss Elimination
10 LU Factorization
11 Matrix Inverse and Condition
12 Iterative Methods
13 Eigenvalues
14 Straight-Line Linear Regression
15 General Linear and Nonlinear Regression
16 Fourier Analysis
17 Polynomial Interpolation
18 Splines and Piecewise Interpolation
19 Numerical Integration Formulas
20 Numerical Integration of Functions
21 Numerical Differentiation
22 Initial-Value Problems
23 Adaptive Methods and Stiff Systems
24 Boundary-Value Problems