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Applied numerical methods with MATLAB for engineers and scientists / Steven C. Chapra.

By: Chapra, Steven C., authorMaterial type: TextTextPublisher: New York, NY : McGraw Hill Education, c2023Edition: Fifth editionDescription: xvi, 732 pages : illustrations ; 23 cmISBN: 9781265148225Subject(s): MATLAB -- Textbooks | Numerical analysis -- Data processing -- Textbooks | Engineering mathematics -- TextbooksLOC classification: CIR QA 297 | C43 2023
Contents:
1 Mathematical Modeling, Numerical Methods, and Problem Solving 2 MATLAB Fundamentals 3 Programming with MATLAB 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 Linear Regression 15 General Linear Least-Squares 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
Summary: "This book is designed to support a one-semester course in numerical methods. It has been written for students who want to learn and apply numerical methods in order to solve problems in engineering and science. As such, the methods are motivated by problems rather than by mathematics. That said, sufficient theory is provided so that students come away with insight into the techniques and their shortcomings"-- Provided by publisher.
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Item type Current location Collection Shelving location Call number Copy number Status Date due Barcode
Book Book Cavite State University - CCAT Campus
Book GCS CIR QA 297 C43 2023 (Browse shelf) 1 Available R0013369

Includes bibliographical references.

1 Mathematical Modeling, Numerical Methods, and Problem Solving
2 MATLAB Fundamentals
3 Programming with MATLAB
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 Linear Regression
15 General Linear Least-Squares 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

"This book is designed to support a one-semester course in numerical methods. It has been written for students who want to learn and apply numerical methods in order to solve problems in engineering and science. As such, the methods are motivated by problems rather than by mathematics. That said, sufficient theory is provided so that students come away with insight into the techniques and their shortcomings"-- Provided by publisher.

In English text.

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