Numerical Methods in Engineering with Python 3

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Jaan KiusalaasCambridge University PressEdition: 3, 1/21/2013EAN 9781107033856, ISBN10: 1107033853Hardcover, 432 pages, 25.7 x 18.5 x 1.8 cmLanguage: EnglishThis book is an introdu ction to numerical methods for students in engineering. It covers solution of equations, interpolation and data fitting, solution of differential equations, eigenvalue problems and optimisation. The algorithms are implemented in Python 3, a high-level programming language that rivals MATLAB® in readability and ease of use. All methods include programs showing how the computer code is utilised in the solution of problems. The book is based on Numerical Methods in Engineering with Python, which used Python 2. This new edition demonstrates the use of Python 3 and includes an introduction to the Python plotting package Matplotlib. This comprehensive book is enhanced by the addition of numerous examples and problems throughout.1. Introduction to Python2. Systems of linear algebraic equations3. Interpolation and curve fitting4. Roots of equations5. Numerical differentiation6. Numerical integration7. Initial value problems8. Two-point boundary value problems9. Symmetric matrix eigenvalue problems10. Introduction to optimization. Show more