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Numerical Methods with MATLAB for Engineers and Scientists: An Applied Approach

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这本书《工程与科学中的数值方法及其MATLAB应用》采用实用的方法介绍了如何使用MATLAB解决工程师和科学家面临的各种数值问题。 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: February 6, 2017 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 Appendices: A. MATLAB Built-In Functions B. MATLAB M-File Functions C. Introduction to Simulink

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