Название: Applied Scientific Computing: With Python Автор: Peter R. Turner, Thomas Arildsen Издательство: Springer Серия: Texts in Computer Science ISBN: 3319895745 Год: 2018 Страниц: 280 Язык: английский Формат: pdf (true), epub Размер: 15.2 MB
This easy-to-understand textbook presents a modern approach to learning numerical methods (or scientific computing), with a unique focus on the modeling and applications of the mathematical content. Emphasis is placed on the need for, and methods of, scientific computing for a range of different types of problems, supplying the evidence and justification to motivate the reader. Practical guidance on coding the methods is also provided, through simple-to-follow examples using Python.
Topics and features: provides an accessible and applications-oriented approach, supported by working Python code for many of the methods; encourages both problem- and project-based learning through extensive examples, exercises, and projects drawn from practical applications; introduces the main concepts in modeling, python programming, number representation, and errors; explains the essential details of numerical calculus, linear, and nonlinear equations, including the multivariable Newton method; discusses interpolation and the numerical solution of differential equations, covering polynomial interpolation, splines, and the Euler, Runge–Kutta, and shooting methods; presents largely self-contained chapters, arranged in a logical order suitable for an introductory course on scientific computing.
Undergraduate students embarking on a first course on numerical methods or scientific computing will find this textbook to be an invaluable guide to the field, and to the application of these methods across such varied disciplines as computer science, engineering, mathematics, economics, the physical sciences, and social science.
Introduction to Computational Models with Python Название: Introduction to Computational Models with Python Автор: Jose M. Garrido Издательство: CRC Год: 2015 Страниц: 496 Формат: PDF Размер: 10 Mb...
Python for Data Analysis (+code) Название: Python for Data Analysis (+code) Автор: Wes McKinney Издательство: O'Reilly Media Год: 2013 Страниц: 470 ISBN: 1449319793, 978-1449319793...
Introduction to Numerical Programming Название: Introduction to Numerical Programming: A Practical Guide for Scientists and Engineers Using Python and C/C++ Автор: Titus A. Beu...
Навигация
Вход на сайт
Реклама
Applied Scientific Computing: With Python 
