Numerical Methods in Engineering with Python 3
by Jaan Kiusalaas
3rd Edition
Publisher: Cambridge University Press
Book Details
| Print ISBN | 9781107033856 |
| eText ISBN | 9781139611282 |
| Publisher | Cambridge University Press |
| Edition | 3rd Edition |
| Language | English |
Numerical Methods in Engineering with Python 3, 3rd Edition, is an introductory textbook for engineering students. Published by Cambridge University Press, this volume presents fundamental computational procedures used to address engineering problems.
The text covers the solution of equations, interpolation and data fitting, differential equations, eigenvalue problems, and optimisation. All numerical algorithms are implemented in Python 3, a language selected for its readability and ease of use compared to MATLAB.
Each discussed method includes computer code showing how algorithms solve practical problems. A review in Computing Reviews indicates the text is sized for a semester course serving upper-division undergraduates or first-year graduate students.
Table of Contents
Chapter 1: Introduction to Python
Chapter 2: Systems of Linear Algebraic Equations
Chapter 3: Interpolation and Curve Fitting
Chapter 4: Roots of Equations
Chapter 5: Numerical Differentiation
Chapter 6: Numerical Integration
Chapter 7: Initial Value Problems
Chapter 8: Two-Point Boundary Value Problems
Chapter 9: Symmetric Matrix Eigenvalue Problems
Chapter 10: Introduction to Optimization
Chapter Appendices: Appendices
Chapter List of Program Modules (by Chapter): List of Program Modules (by Chapter)
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